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Lighter and faster than HTML, good enough for most dev-work shaped problems.","https:\u002F\u002Fx.com\u002Fdexhorthy\u002Fstatus\u002F2087569590268391897","article","x","dex","dexhorthy","X","2026-08-12",[17],{"id":18,"name":19,"slug":20,"type":21},"entity_01kzvq5bcdesp9z6n9tstb3ap3","HumanLayer","humanlayer","AITool",[23],{"id":24,"name":12,"slug":12,"url":25},"entity_01kyn0vapae4frj4186c3zyw1r","https:\u002F\u002Fx.com\u002Fdexhorthy",1786562558,{"id":28,"name":29,"slug":30,"summary":31,"url":32,"kind":10,"platform":11,"author":33,"authorHandle":34,"publisher":14,"publishedAt":15,"about":35,"writtenBy":36,"createdAt":41},"entity_01kzw3b2mpfqft68pcdrjp51w9","Agents Need an AST Layer","agents-need-an-ast-layer","In the last two days I built two codemods. One helps migrate a codebase from one major version of a framework to the next.","https:\u002F\u002Fx.com\u002Fdevagrawal09\u002Fstatus\u002F2087640940593000767","Dev Agrawal","devagrawal09",[],[37],{"id":38,"name":33,"slug":39,"url":40},"entity_01kzw3dm76fqft68pmrf3rxn03","dev-agrawal","https:\u002F\u002Fdevagr.me",1786575686,{"id":43,"name":44,"slug":45,"summary":46,"url":47,"kind":10,"platform":48,"author":49,"authorHandle":-1,"publisher":50,"publishedAt":15,"about":51,"writtenBy":56,"createdAt":57},"entity_01kzvpx5rzesgb3hs9k8djd25e","Building a software factory for AI SDK","building-a-software-factory-for-ai-sdk","We built a software factory that autonomously processes issues and PRs for the AI SDK, with humans in control of every merge. Four weeks in, it authors 25-40% of merged PRs.","https:\u002F\u002Fvercel.com\u002Fblog\u002Fbuilding-a-software-factory-for-ai-sdk","web","Lars Grammel and Eric Dodds","Vercel",[52],{"id":53,"name":54,"slug":55,"type":21},"entity_01kwn4np85eh19ap28z227dbaj","AI SDK","ai-sdk",[],1786562647,{"id":59,"name":60,"slug":61,"summary":62,"url":63,"kind":10,"platform":11,"author":64,"authorHandle":65,"publisher":14,"publishedAt":15,"about":66,"writtenBy":72,"createdAt":73},"entity_01kzvpwb44esgb3hrkgrdryghw","Grok 4.6 – A field guide","grok-4-6-a-field-guide","Grok 4.6 is out! I've used it for a few weeks as my daily driver across the normal mix of coding and knowledge work, and built a few projects with it specifically to push on where it holds up.","https:\u002F\u002Fx.com\u002Fericzakariasson\u002Fstatus\u002F2087566447178547494","eric zakariasson","ericzakariasson",[67],{"id":68,"name":69,"slug":70,"type":71},"entity_01kzvnwvgdesp9z6m0yezqs963","Grok 4.6","grok-4-6","AIModel",[],1786562620,{"id":75,"name":76,"slug":77,"summary":78,"url":79,"kind":10,"platform":48,"author":80,"authorHandle":-1,"publisher":81,"publishedAt":15,"about":82,"writtenBy":83,"createdAt":84},"entity_01kzvw0576exyrkwkrmkx02019","How Tailscale helped find the SQLite WAL-Reset bug","how-tailscale-helped-find-the-sqlite-wal-reset-bug","Tailscale and SQLite developers traced maddening corruption incidents to find the WAL-Reset data race, then uncovered a second stale expression index bug.","https:\u002F\u002Ftailscale.com\u002Fblog\u002Fsqlite-wal-reset-bug","Alex Chan","tailscale.com",[],[],1786567988,{"id":86,"name":87,"slug":88,"summary":89,"url":90,"kind":10,"platform":48,"author":91,"authorHandle":-1,"publisher":92,"publishedAt":15,"about":93,"writtenBy":97,"createdAt":98},"entity_01kzvnfqmnesgb3hmveywnp7sx","Introducing Agentic Change Management","introducing-agentic-change-management","CodeRabbit raised $143 million at a $1.5 billion valuation and is introducing Agentic Change Management for software changes created by humans and agents.","https:\u002F\u002Fwww.coderabbit.ai\u002Fblog\u002Fintroducing-agentic-change-management","Harjot Gill","CodeRabbit",[94],{"id":95,"name":92,"slug":96,"type":21},"entity_01kwn4p74qeh19ape4nt5p0e1t","coderabbit",[],1786561158,{"id":100,"name":101,"slug":102,"summary":103,"url":104,"kind":10,"platform":48,"author":105,"authorHandle":-1,"publisher":106,"publishedAt":15,"about":107,"writtenBy":115,"createdAt":116},"entity_01kzvng7ydesgb3hngyhzzwb4v","Introducing Delta","introducing-delta","From the Zed Blog: A multiplayer environment for coding with agents, from the creators of Zed.","https:\u002F\u002Fzed.dev\u002Fblog\u002Fintroducing-delta","Nathan Sobo","Zed",[108,111],{"id":109,"name":106,"slug":110,"type":21},"entity_01kwn4p9ntf25rdm0yzjyqss5f","zed",{"id":112,"name":113,"slug":114,"type":21},"entity_01kzvnfbxjesgb3hm5myymb7hv","Delta","delta",[],1786561175,{"id":118,"name":119,"slug":120,"summary":121,"url":122,"kind":10,"platform":48,"author":123,"authorHandle":-1,"publisher":123,"publishedAt":15,"about":124,"writtenBy":126,"createdAt":127},"entity_01kzvngmfgesp9z6kwae8h36zq","Introducing Grok 4.6","introducing-grok-4-6","Grok 4.6 builds on Grok 4.5 with a particular focus on long-running agents and more ambitious interactive and visual work.","https:\u002F\u002Fx.ai\u002Fnews\u002Fgrok-4-6","xAI",[125],{"id":68,"name":69,"slug":70,"type":71},[],1786561188,{"id":129,"name":130,"slug":131,"summary":132,"url":133,"kind":134,"platform":48,"author":135,"authorHandle":-1,"publisher":135,"publishedAt":15,"about":136,"writtenBy":141,"createdAt":142},"entity_01kzw21yh9exwtra57715r4hz2","LFM2.5-VL-3B: A Better and Faster Vision-Language Model for the Edge","lfm2-5-vl-3b-a-better-and-faster-vision-language-model-for-the-edge","Liquid AI's most capable vision-language model: 3.1B params, direct answers instead of reasoning, with big gains in screen understanding, grounding and function calling. Open weights on Hugging Face.","https:\u002F\u002Fwww.liquid.ai\u002Fblog\u002Flfm2-5-vl-3b","announcement","Liquid AI",[137],{"id":138,"name":139,"slug":140,"type":71},"entity_01kzw21fbye068x2smxr8rna56","LFM2.5-VL-3B","lfm2-5-vl-3b",[],1786574338,{"id":144,"name":145,"slug":146,"summary":147,"url":148,"kind":10,"platform":11,"author":149,"authorHandle":150,"publisher":14,"publishedAt":15,"about":151,"writtenBy":156,"createdAt":157},"entity_01kzwdw503esnadb14a5zqk83b","Nemotron 3.5 Lightning 30B-A3B: Behavioral Analysis","nemotron-3-5-lightning-30b-a3b-behavioral-analysis","Pre-note. This is a behavioral audit, not a vendor takedown.","https:\u002F\u002Fx.com\u002Fno_stp_on_snek\u002Fstatus\u002F2087625566484562424","Tom Turney","no_stp_on_snek",[152],{"id":153,"name":154,"slug":155,"type":71},"entity_01kzrx0dn0e8h9epq84mme2d6d","Nemotron 3.5 Lightning","nemotron-3-5-lightning",[],1786586731,{"id":159,"name":160,"slug":161,"summary":162,"url":163,"kind":134,"platform":48,"author":-1,"authorHandle":-1,"publisher":164,"publishedAt":165,"about":166,"writtenBy":171,"createdAt":172},"entity_01kzs3krzxfantmwj9zrcz3hbt","ExtractBench: The Most Comprehensive Extraction Benchmark","introducing-extractbench","The most comprehensive document extraction benchmark: 14 systems scored on accuracy, completeness, grounding, and cost across 370 enterprise documents.","https:\u002F\u002Fwww.llamaindex.ai\u002Fblog\u002Fintroducing-extractbench","LlamaIndex","2026-08-11",[167],{"id":168,"name":169,"slug":170,"type":21},"entity_01kzs3gy7rfantmwgtrzpzt8yn","ExtractBench","extractbench",[],1786475307,{"id":174,"name":175,"slug":176,"summary":177,"url":178,"kind":10,"platform":11,"author":179,"authorHandle":180,"publisher":14,"publishedAt":165,"about":181,"writtenBy":185,"createdAt":186},"entity_01kzs3nyx7fantmwkexhp824vc","How we made Stagehand 2x faster & 80% more token efficient than Playwright","how-we-made-stagehand-2x-faster-80-more-token-efficient-than-playwright","TL;DR Yesterday we launched Stagehand v4, which moves the guts of the framework (target management, state, and CDP dispatch) into a browser extension that runs next to the page.","https:\u002F\u002Fx.com\u002FStagehanddev\u002Fstatus\u002F2087224641849045110","Stagehand","Stagehanddev",[182],{"id":183,"name":179,"slug":184,"type":21},"entity_01ky09wgv2fanafxb0rpfgv3qd","stagehand",[],1786475379,{"id":188,"name":189,"slug":190,"summary":191,"url":192,"kind":10,"platform":11,"author":33,"authorHandle":34,"publisher":14,"publishedAt":165,"about":193,"writtenBy":202,"createdAt":204},"entity_01kzs3nmpmfantmwjzdx5ygw17","I Stopped Treating Agent Skills as Markdown","i-stopped-treating-agent-skills-as-markdown","“Review this pull request, inspect the repository, check that the change stays in scope, run the tests, and get a second opinion.” That sounds like a compact workflow.","https:\u002F\u002Fx.com\u002Fdevagrawal09\u002Fstatus\u002F2087027989745635720",[194,198],{"id":195,"name":196,"slug":197,"type":21},"entity_01kzpf0aanfvn8q05m987sma4p","Prime Agent","prime-agent",{"id":199,"name":200,"slug":201,"type":21},"entity_01ky08mcsse8j9hpq6wddr9wz5","Agent Skills","agent-skills",[203],{"id":38,"name":33,"slug":39,"url":40},1786475369,{"id":206,"name":207,"slug":208,"summary":209,"url":210,"kind":10,"platform":11,"author":211,"authorHandle":212,"publisher":14,"publishedAt":165,"about":213,"writtenBy":222,"createdAt":223},"entity_01kzwtht5ye8qbg0r533mz6eq7","Intro to Grok Bot","intro-to-grok-bot","I’m always chasing better tools. Notes apps, workflows, optimizations, and now, personal agents.","https:\u002F\u002Fx.com\u002Fmattyp\u002Fstatus\u002F2087252657589412119","matt palmer","mattyp",[214,218],{"id":215,"name":216,"slug":217,"type":21},"entity_01kzrzb6pke8h9epv1x7mfbweq","Grok Bot","grok-bot",{"id":219,"name":220,"slug":221,"type":21},"entity_01kwn4ns68eh19ap447pba12za","Cursor","cursor",[],1786600024,{"id":225,"name":226,"slug":227,"summary":228,"url":229,"kind":134,"platform":48,"author":-1,"authorHandle":-1,"publisher":123,"publishedAt":165,"about":230,"writtenBy":232,"createdAt":233},"entity_01kzrze6ane8h9epwccezjkxrw","Introducing Grok Bot","introducing-grok-bot","Grok Bot is your team of always-on agents. They have their own computer, work inside tools and apps like you do, and keep working 24\u002F7.","https:\u002F\u002Fx.ai\u002Fnews\u002Fintroducing-grok-bot",[231],{"id":215,"name":216,"slug":217,"type":21},[],1786470930,{"id":235,"name":236,"slug":237,"summary":238,"url":239,"kind":134,"platform":48,"author":240,"authorHandle":-1,"publisher":241,"publishedAt":165,"about":242,"writtenBy":244,"createdAt":245},"entity_01kzrx0zhne8h9eprh4wwvwh4b","NVIDIA Nemotron 3.5 Lightning Delivers Fast, Accurate Specialized Task Execution for Long-Running Agents","nvidia-nemotron-3-5-lightning-delivers-fast-accurate-specialized-task-execution","NVIDIA Nemotron 3.5 Lightning is an open 30B mixture-of-experts (MoE) model with 3B active parameters built for the execution layer of always-on agents, designed for harnesses like OpenClaw and Hermes Agent.","https:\u002F\u002Fdeveloper.nvidia.com\u002Fblog\u002Fnvidia-nemotron-3-5-lightning-delivers-fast-accurate-specialized-task-execution-for-long-running-agents\u002F","Chris Alexiuk and Chintan Patel","NVIDIA Technical Blog",[243],{"id":153,"name":154,"slug":155,"type":71},[],1786468400,{"id":247,"name":248,"slug":249,"summary":250,"url":251,"kind":10,"platform":11,"author":252,"authorHandle":253,"publisher":14,"publishedAt":165,"about":254,"writtenBy":263,"createdAt":264},"entity_01kzsa7tgbextv2kt75xknj5mg","Over engineering a pipeline to email me about strangers’ skills for dynobox","over-engineering-a-pipeline-to-email-me-about-strangers-skills-for-dynobox","For the past few weeks I've been building Dynobox - 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Every chat bot and coding agent lets you simply swap out one model for another.","https:\u002F\u002Fx.com\u002Fjpschroeder\u002Fstatus\u002F2086112251476381948","Justin Schroeder","jpschroeder","2026-08-08",[338,342,346],{"id":339,"name":340,"slug":341,"type":21},"entity_01kwn4nr5yf25rdkqxzx5qref0","Claude Code","claude-code",{"id":343,"name":344,"slug":345,"type":21},"entity_01kwn4p3jqf25rdkxtt4wrmbn2","OpenAI Codex","openai-codex",{"id":347,"name":348,"slug":349,"type":21},"entity_01kzm4r4k1fvpbxnrf7cdxgs0w","Standard Code","standard-code",[351],{"id":352,"name":334,"slug":353,"url":354},"entity_01kzm4qt9textb6ss83chgwe4j","justin-schroeder","https:\u002F\u002Fwww.formkit.com\u002F",1786308523,{"id":357,"name":358,"slug":359,"summary":360,"url":361,"kind":10,"platform":11,"author":362,"authorHandle":363,"publisher":14,"publishedAt":364,"about":365,"writtenBy":366,"createdAt":372},"entity_01kzfj5b4cenf94qxd1xgyjn6b","AI Adoption is a Myth","ai-adoption-is-a-myth","You’re already in the top 1% of AI users. Yes, there’s a gap between you and the folks on the frontier.","https:\u002F\u002Fx.com\u002Fvasuman\u002Fstatus\u002F2085806422072418632","vas","vasuman","2026-08-07",[],[367],{"id":368,"name":369,"slug":370,"url":371},"entity_01kzfjhfcafzsshspv2xeacrtc","Vasuman Moza","vasuman-moza","https:\u002F\u002Fvarickagents.com",1786155019,{"id":374,"name":375,"slug":376,"summary":377,"url":378,"kind":134,"platform":48,"author":-1,"authorHandle":-1,"publisher":379,"publishedAt":364,"about":380,"writtenBy":382,"createdAt":383},"entity_01kzevsp4me00sxrsmnw39sa22","Auto mode is now the default in Claude Code for Pro, Max, and Team plans","auto-mode-default-in-claude-code","Claude Code will soon run auto mode by default for Pro, Max, and Team plans, enabling longer-running autonomous work, and catching more dangerous commands.","https:\u002F\u002Fclaude.com\u002Fblog\u002Fauto-mode-default-in-claude-code","Anthropic",[381],{"id":339,"name":340,"slug":341,"type":21},[],1786131568,{"id":385,"name":386,"slug":387,"summary":388,"url":389,"kind":134,"platform":48,"author":123,"authorHandle":-1,"publisher":123,"publishedAt":364,"about":390,"writtenBy":391,"createdAt":392},"entity_01kzhp87xheh2vtrc27ev2zxc7","Imagine Image 2.0","grok-imagine-image-2","Precise image generation and editing, built for real creative work.","https:\u002F\u002Fx.ai\u002Fnews\u002Fgrok-imagine-image-2",[],[],1786226417,{"id":394,"name":395,"slug":396,"summary":397,"url":398,"kind":10,"platform":48,"author":399,"authorHandle":-1,"publisher":400,"publishedAt":364,"about":401,"writtenBy":410,"createdAt":411},"entity_01kzetnzyge00sxrq63136z4an","Managed Deep Agents is now in public beta","managed-deep-agents-is-now-in-public-beta","Deploy Deep Agents to a managed LangSmith runtime with durable execution, memory, sandboxes, channels, evals, and production-ready infrastructure.","https:\u002F\u002Fwww.langchain.com\u002Fblog\u002Fmanaged-deep-agents-is-now-in-public-beta","Victor Moreira","LangChain",[402,406],{"id":403,"name":404,"slug":405,"type":21},"entity_01ky68z2nmecr9apzsqfy3fg6z","LangSmith","langsmith",{"id":407,"name":408,"slug":409,"type":21},"entity_01kzetyrr8e00sxrqgn99e0sqy","Deep Agents","deep-agents",[],1786130399,{"id":413,"name":414,"slug":415,"summary":416,"url":417,"kind":10,"platform":48,"author":418,"authorHandle":-1,"publisher":419,"publishedAt":364,"about":420,"writtenBy":428,"createdAt":429},"entity_01kzew0b8me00sxrt30ebtxv9r","MCPs need to be designed too","mcps-need-to-be-designed-too","Our MCP tools were fine in isolation, but nothing chained, so conversations came back fragmented. Rebuilding them as a hierarchy cut cost 12% and time to final answer 27%.","https:\u002F\u002Fwww.raindrop.ai\u002Fblog\u002Fmcp-design\u002F","Jackson Ferrigno","Raindrop",[421,424],{"id":422,"name":419,"slug":423,"type":21},"entity_01kyb2metweshatkpk90b9xdwm","raindrop",{"id":425,"name":426,"slug":427,"type":21},"entity_01kyqnjr12fvh9hxvsr90ya99s","Model Context Protocol","model-context-protocol",[],1786131786,{"id":431,"name":432,"slug":433,"summary":434,"url":435,"kind":10,"platform":48,"author":436,"authorHandle":-1,"publisher":437,"publishedAt":364,"about":438,"writtenBy":442,"createdAt":443},"entity_01kzfw0gkdexv8nympxpg0s63a","Multi-Agent Systems in PRIME-RL","multi-agent-systems-in-prime-rl","The Prime Intellect RL stack expands from training individual agents to multi-agent systems. You can now program arbitrary interactions between agents, choose which roles learn, and assign credit across the complete interaction.","https:\u002F\u002Fwww.primeintellect.ai\u002Fblog\u002Fmulti-agent-systems","Prime Intellect Team","Prime Intellect",[439],{"id":440,"name":437,"slug":441,"type":21},"entity_01kyb2mneteshatksj8cx76v0g","prime-intellect",[],1786165346,{"id":445,"name":446,"slug":447,"summary":448,"url":449,"kind":10,"platform":48,"author":450,"authorHandle":-1,"publisher":451,"publishedAt":364,"about":452,"writtenBy":461,"createdAt":462},"entity_01kzpfpt6xfvn8q0hkfg68smnm","webAI Releases TwiL-LM, a Family of Formal-Logic Models That Outreason a 120B Model and Run on an iPhone","webai-releases-twil-lm-a-family-of-formal-logic-models-that-outreason-a-120b","Built for compliance rules, contract logic, and research reasoning, the 3B model beats OpenAI's open-weights gpt-oss-120b, a model 40× its size, on four of five formal-reasoning benchmarks, while the 1-gigabyte 1.7B variant outperforms every sub-2B model webAI evaluated.","https:\u002F\u002Fwww.webai.com\u002Fblog\u002Fwebai-releases-twil-lm-a-family-of-formal-logic-models-that-outreason-a-120b-model-and-run-on-an-iphone","webAI Team","webAI",[453,457],{"id":454,"name":455,"slug":456,"type":71},"entity_01kzpfy8bffvn8q0j1xqte9b8q","TwiL-LM 1.7B","twil-lm-1-7b",{"id":458,"name":459,"slug":460,"type":71},"entity_01kzpfya86fvn8q0kajqww0x79","TwiL-LM3","twil-lm3",[],1786387327,{"id":464,"name":465,"slug":466,"summary":467,"url":468,"kind":10,"platform":11,"author":469,"authorHandle":470,"publisher":14,"publishedAt":471,"about":472,"writtenBy":473,"createdAt":474},"entity_01kzchpywtecy9a1yap105ve5r","If You’re Not Doing These 4 Types of Caching, You’re Wasting Tokens","if-you-re-not-doing-these-4-types-of-caching-you-re-wasting-tokens","I see a lot of AI builders spending enormous amounts of time optimizing prompts and skills while leaving money on the table when it comes to token efficiency.","https:\u002F\u002Fx.com\u002FJoshARosen\u002Fstatus\u002F2085477667499884806","Josh Rosen","JoshARosen","2026-08-06",[],[],1786053884,{"id":476,"name":477,"slug":478,"summary":479,"url":480,"kind":10,"platform":48,"author":481,"authorHandle":-1,"publisher":50,"publishedAt":471,"about":482,"writtenBy":487,"createdAt":488},"entity_01kzcr00sgfk5a4c6bcgm4mjsa","Introducing Agent Plugins","introducing-agent-plugins","Agent Plugins 1.0.0 is an open, vendor-neutral specification for packaging Agent Skills and MCP servers into distributable plugins that compatible AI agent clients can discover and load.","https:\u002F\u002Fvercel.com\u002Fblog\u002Fintroducing-agent-plugins","Jonathan Hefner",[483],{"id":484,"name":485,"slug":486,"type":21},"entity_01kzcqv5x0fk5a4c5pp8kjq89t","Agent Plugins","agent-plugins",[],1786060473,{"id":490,"name":491,"slug":492,"summary":493,"url":494,"kind":10,"platform":11,"author":495,"authorHandle":496,"publisher":14,"publishedAt":497,"about":498,"writtenBy":502,"createdAt":503},"entity_01kz9nvr5mecxa5ksmhn6fs5ht","How to build a 256 TB search index","how-to-build-a-256-tb-search-index","turbopuffer is a search database built directly on object storage. The system has a single stateful dependency (S3\u002FGCS) and leans heavily into compute\u002Fstorage disaggregation.","https:\u002F\u002Fx.com\u002Fnatevanben\u002Fstatus\u002F2085032402896707604","Nathan VanBenschoten","natevanben","2026-08-05",[499],{"id":500,"name":501,"slug":501,"type":21},"entity_01kxyhrj6teh19hp013xb0jvd4","turbopuffer",[],1785957572,{"id":505,"name":506,"slug":507,"summary":508,"url":509,"kind":10,"platform":48,"author":510,"authorHandle":-1,"publisher":511,"publishedAt":497,"about":512,"writtenBy":513,"createdAt":514},"entity_01kzc8egwwf6e994xe3pp3ag8a","Humans missed 1 in 3 threats approving AI agent commands across 40,000 plays","humans-missed-1-in-3-threats-approving-ai-agent-commands-across-40-000-plays","Results from AI agent permission game: which attacks beat human reviewers, and which safe commands got blocked instead.","https:\u002F\u002Fscalex.dev\u002Fblog\u002Fai-agent-permissions-stats\u002F","Alex Wauters","Scale X",[],[],1786044171,{"id":516,"name":517,"slug":518,"summary":519,"url":520,"kind":134,"platform":48,"author":271,"authorHandle":-1,"publisher":272,"publishedAt":497,"about":521,"writtenBy":526,"createdAt":527},"entity_01kz9zpgm7enfayasedgqn17h5","Introducing Muse Code and Muse Spark 1.2","introducing-muse-code-and-muse-spark-1-2","Introducing Muse Code, a terminal coding agent powered by Muse Spark 1.2, with persistent background agents, repository-scale execution, and built-in verification.","https:\u002F\u002Fresearch.meta.ai\u002Fblog\u002Fintroducing-muse-code-and-muse-spark-1-2",[522],{"id":523,"name":524,"slug":525,"type":21},"entity_01kz9zfpf6fztsw2njshheagrx","Muse Code","muse-code",[],1785967886,{"id":529,"name":530,"slug":531,"summary":532,"url":533,"kind":134,"platform":48,"author":436,"authorHandle":-1,"publisher":437,"publishedAt":497,"about":534,"writtenBy":536,"createdAt":537},"entity_01kz9rqq2rfqebctk6b4p99efj","Prime Agent: A self-improving RLM agent","prime-agent-a-self-improving-rlm-agent","Prime Agent is our open-source, self-improving coding harness built around two abstractions: the Recursive Language Model (RLM) and the Continual Harness. With Opus 5, it achieves 95.5% on ARC-AGI-3, surpassing the reported human expert baseline.","https:\u002F\u002Fwww.primeintellect.ai\u002Fblog\u002Fprime-agent",[535],{"id":440,"name":437,"slug":441,"type":21},[],1785960586,{"id":539,"name":540,"slug":541,"summary":542,"url":543,"kind":10,"platform":11,"author":544,"authorHandle":545,"publisher":14,"publishedAt":546,"about":547,"writtenBy":556,"createdAt":557},"entity_01kz6ypgbqeh3r945vxxhpcgjs","How to Save Millions by Self-Hosting LLMs","how-to-save-millions-by-self-hosting-llms","At @cline we're on track to spend about $3M a year on inference for Kimi models. Everyone told us the same thing: it's open-weights, so just self-host and save.","https:\u002F\u002Fx.com\u002Farafatkatze\u002Fstatus\u002F2084668541270397223","Ara","arafatkatze","2026-08-04",[548,552],{"id":549,"name":550,"slug":551,"type":71},"entity_01kz6z0xr6eh3r946rqrbpks2t","Kimi K2.6","kimi-k2-6",{"id":553,"name":554,"slug":555,"type":21},"entity_01kz6yzrxheh3r94659vzmnqr0","Cline","cline",[],1785866174,{"id":559,"name":560,"slug":561,"summary":562,"url":563,"kind":10,"platform":48,"author":564,"authorHandle":-1,"publisher":565,"publishedAt":546,"about":566,"writtenBy":572,"createdAt":573},"entity_01kz7zkk47en88gjs74evss0fr","How we built a software factory to drive Astro’s GitHub issue count to zero","how-we-built-a-software-factory-to-drive-astro-s-github-issue-count-to-zero","By replacing manual issue verification with isolated AI subagents running in GitHub Actions, the Astro maintainers reduced open issue count by 85%. This post explores the architecture behind automated bug reproduction, patch verification, and preview releases.","https:\u002F\u002Fblog.cloudflare.com\u002Fastro-issue-triage\u002F","Matthew Phillips","The Cloudflare Blog",[567,571],{"id":568,"name":569,"slug":570,"type":21},"entity_01kwn4nv2geh19ap5kgnr29mfd","Flue","flue",{"id":549,"name":550,"slug":551,"type":71},[],1785900682,{"id":575,"name":576,"slug":577,"summary":578,"url":579,"kind":10,"platform":11,"author":469,"authorHandle":470,"publisher":14,"publishedAt":546,"about":580,"writtenBy":581,"createdAt":582},"entity_01kz77tbrdf69r31mc93p3xmd2","I’ve Seen This Movie Before: What AI Builders Can Learn From Data Engineering","i-ve-seen-this-movie-before-what-ai-builders-can-learn-from-data-engineering","AI feels new, but many of the problems surrounding it are familiar.","https:\u002F\u002Fx.com\u002FJoshARosen\u002Fstatus\u002F2084693306722705629",[],[],1785875738,{"id":584,"name":585,"slug":586,"summary":587,"url":588,"kind":10,"platform":11,"author":589,"authorHandle":590,"publisher":14,"publishedAt":546,"about":591,"writtenBy":595,"createdAt":596},"entity_01kz7j30njf23ayrk8byke9dry","introducing hypeman: our open source sandbox infra","introducing-hypeman-our-open-source-sandbox-infra","agentic workloads are unpredictable, bursty, and require careful isolation.","https:\u002F\u002Fx.com\u002Fusekernel\u002Fstatus\u002F2084640337382023431","KERNEL","usekernel",[592],{"id":593,"name":594,"slug":594,"type":21},"entity_01kz7j6kgrf23ayrkq0dx94gt2","hypeman",[],1785886507,{"id":598,"name":599,"slug":600,"summary":601,"url":602,"kind":134,"platform":48,"author":603,"authorHandle":-1,"publisher":603,"publishedAt":546,"about":604,"writtenBy":609,"createdAt":610},"entity_01kz6xz65xecrbyebjbymavnas","Introducing Shieldstral.","introducing-shieldstral","Shieldstral introduces a 3B open-weights multimodal safety classifier that outperforms models up to 7x its size.","https:\u002F\u002Fmistral.ai\u002Fnews\u002Fshieldstral\u002F","Mistral AI",[605],{"id":606,"name":607,"slug":608,"type":71},"entity_01kz6y577secrbyec0aa760r3x","Shieldstral","shieldstral",[],1785865410,{"id":612,"name":613,"slug":614,"summary":615,"url":616,"kind":134,"platform":48,"author":135,"authorHandle":-1,"publisher":135,"publishedAt":546,"about":617,"writtenBy":622,"createdAt":623},"entity_01kz6we832e05brtr0t5te8ran","LFM2.5-2.6B: Deploy Agents Everywhere","lfm2-5-2-6b-deploy-agents-everywhere","LFM2.5-2.6B is an on-device agentic model that plans, calls tools, and runs multi-step tasks at 220 tok\u002Fs in under 2.5 GB. Open weights on Hugging Face.","https:\u002F\u002Fwww.liquid.ai\u002Fblog\u002Flfm2-5-2-6b",[618],{"id":619,"name":620,"slug":621,"type":71},"entity_01kz6swcenf6d8hgrwc43tq280","LFM2.5-2.6B","lfm2-5-2-6b",[],1785863807,{"id":625,"name":626,"slug":627,"summary":628,"url":629,"kind":10,"platform":48,"author":630,"authorHandle":-1,"publisher":220,"publishedAt":546,"about":631,"writtenBy":633,"createdAt":634},"entity_01kz79b899f69r31mnatz4pqwy","Mixture-of-Kittens: our open-source MoE megakernel for NVL72s","mixture-of-kittens-our-open-source-moe-megakernel-for-nvl72s","We're open-sourcing Mixture-of-Kittens, a deterministic MoE training megakernel for NVL72s that fuses communication and computation into a single kernel.","https:\u002F\u002Fcursor.com\u002Fblog\u002Fmixture-of-kittens","Stuart Sul",[632],{"id":219,"name":220,"slug":221,"type":21},[],1785877340,{"id":636,"name":637,"slug":638,"summary":639,"url":640,"kind":641,"platform":48,"author":642,"authorHandle":-1,"publisher":642,"publishedAt":546,"about":643,"writtenBy":648,"createdAt":649},"entity_01kz73g5h3en9a661g8yg5kf4w","Pi, Minimal and Performant","pi-minimal-and-performant","How Pi's minimal harness improves coding-agent cost and performance, with examples from Databricks and Shopify's pi-autoresearch extension.","https:\u002F\u002Fearendil.com\u002Fposts\u002Fpi-autoresearch-and-databricks\u002F","blog","Earendil",[644],{"id":645,"name":646,"slug":647,"type":21},"entity_01kwn4p45teh19apbnzaz86bdk","Pi Coding Agent","pi-coding-agent",[],1785871209,{"id":651,"name":652,"slug":653,"summary":654,"url":655,"kind":10,"platform":48,"author":656,"authorHandle":-1,"publisher":656,"publishedAt":657,"about":658,"writtenBy":660,"createdAt":661},"entity_01kz6xx8sbeh3r943yhhh74me7","Compactions Are Good Actually","compactions-are-good-actually","A case for compacting Claude Code sessions manually and often, using hooks that fire at logical milestones instead of arbitrary token thresholds.","https:\u002F\u002Fakshay.co\u002Fposts\u002Fcompactions-are-good-actually\u002F","Akshay Katyal","2026-08-03",[659],{"id":339,"name":340,"slug":341,"type":21},[],1785865347,{"id":663,"name":664,"slug":665,"summary":666,"url":667,"kind":10,"platform":11,"author":668,"authorHandle":669,"publisher":14,"publishedAt":657,"about":670,"writtenBy":674,"createdAt":675},"entity_01kz4j3zy3fk3rreqrmvmrrmqv","How we approach AI security: where to apply policy and how to enforce it","how-we-approach-ai-security-where-to-apply-policy-and-how-to-enforce-it","We spend a lot of our time thinking about how to inspect agent traffic in real time, and we wanted to share how we approach AI security policy enforcement.","https:\u002F\u002Fx.com\u002Fspeakeasydev\u002Fstatus\u002F2084316811848519698","Speakeasy","speakeasydev",[671],{"id":672,"name":668,"slug":673,"type":21},"entity_01kz4j5s3mfk3rrerfpsfxxfxd","speakeasy",[],1785785876,{"id":677,"name":678,"slug":679,"summary":680,"url":681,"kind":134,"platform":48,"author":682,"authorHandle":-1,"publisher":683,"publishedAt":657,"about":684,"writtenBy":689,"createdAt":690},"entity_01kz4fb22fesj8vrb2x82ymqfv","Ori Eval: Find the Best Model for What You're Building","ori-eval-find-the-best-model-for-what-you-re-building","Ori Eval runs your agent on your own prompts, asserts on the tools it called, and grades answers with an LLM judge. Find the best model for what you're building.","https:\u002F\u002Fopenrouter.ai\u002Fblog\u002Fannouncements\u002Fori-eval\u002F","Jacky Liang","OpenRouter Blog",[685],{"id":686,"name":687,"slug":688,"type":21},"entity_01kz4f26atesj8vra4778gn68r","Ori Eval","ori-eval",[],1785782962,{"id":692,"name":693,"slug":694,"summary":695,"url":696,"kind":10,"platform":11,"author":697,"authorHandle":698,"publisher":14,"publishedAt":657,"about":699,"writtenBy":700,"createdAt":701},"entity_01kz5m0p6kf20rnvd4vetb866z","The computer use verification skill that every agent needs","the-computer-use-verification-skill-that-every-agent-needs","In this post I’ll describe how to add computer and browser use to your agents to reproduce issues and verify fixes and new features.","https:\u002F\u002Fx.com\u002Fzachlloydtweets\u002Fstatus\u002F2084411777354277027","Zach Lloyd","zachlloydtweets",[],[],1785821419,{"id":703,"name":704,"slug":705,"summary":706,"url":707,"kind":10,"platform":48,"author":708,"authorHandle":-1,"publisher":709,"publishedAt":710,"about":711,"writtenBy":712,"createdAt":717},"entity_01kz27vyvbe03rzbv6q26fehd6","Devtools must be open source","devtools-must-be-open-source","The age of personalized software is here.","https:\u002F\u002Fblog.exe.dev\u002Fdevtools-must-be-open-source","David Crawshaw","exe.dev","2026-08-02",[],[713],{"id":714,"name":708,"slug":715,"url":716},"entity_01kz27yxy0e03rzbvns43n5b0f","david-crawshaw","https:\u002F\u002Fcrawshaw.io\u002F",1785708018,{"id":719,"name":720,"slug":721,"summary":722,"url":723,"kind":10,"platform":11,"author":724,"authorHandle":725,"publisher":14,"publishedAt":710,"about":726,"writtenBy":727,"createdAt":728},"entity_01kz23nc22exs982c1d4ed7ab1","We are not cleared for takeoff. Yet.","we-are-not-cleared-for-takeoff-yet","Nope. Intelligence too spiky, verifiers too brittle, horizons too short. The conditions for take off are not yet reached.","https:\u002F\u002Fx.com\u002Fkinglycrow\u002Fstatus\u002F2083973355913580888","Ian Butler","kinglycrow",[],[],1785703608,{"id":730,"name":731,"slug":732,"summary":733,"url":734,"kind":641,"platform":48,"author":-1,"authorHandle":-1,"publisher":569,"publishedAt":735,"about":736,"writtenBy":738,"createdAt":739},"entity_01kywsbq5dexyby2b9e8jevs6b","Flue 2.0","flue-2-0","Flue 2.0 is here: the first stable release of the open TypeScript agent framework, rebuilt around dynamic agents and a new hooks-based API.","https:\u002F\u002Fflueframework.com\u002Fblog\u002Fflue-2\u002F","2026-07-31",[737],{"id":568,"name":569,"slug":570,"type":21},[],1785525034,{"id":741,"name":742,"slug":743,"summary":744,"url":745,"kind":10,"platform":11,"author":746,"authorHandle":747,"publisher":14,"publishedAt":735,"about":748,"writtenBy":754,"createdAt":755},"entity_01kyz8fk97fqctyc8832z8ddn6","How I Run the Pi Coding Agent on Cloudflare","how-i-run-the-pi-coding-agent-on-cloudflare","I recently came across a tweet about Pi's programmatic APIs. I knew Pi as a coding agent, but its portable internals caught my attention.","https:\u002F\u002Fx.com\u002Fharshil1712\u002Fstatus\u002F2083222443603210635","Harshil","harshil1712",[749,750],{"id":645,"name":646,"slug":647,"type":21},{"id":751,"name":752,"slug":753,"type":21},"entity_01kwn4np0zf25rdkppmsygh14f","Cloudflare Agents","cloudflare-agents",[],1785607998,{"id":757,"name":758,"slug":759,"summary":760,"url":761,"kind":10,"platform":48,"author":762,"authorHandle":-1,"publisher":763,"publishedAt":735,"about":764,"writtenBy":769,"createdAt":770},"entity_01kyxc7tc8f6ebgh3p051xya5q","Introducing Supabase Evals","introducing-supabase-evals","Our open-source benchmark for how well AI coding agents build with Supabase.","https:\u002F\u002Fsupabase.com\u002Fblog\u002Fintroducing-supabase-evals","Matt Rossman","Supabase",[765],{"id":766,"name":767,"slug":768,"type":21},"entity_01kyxcbgpqf6ebgh45g834ay2f","Supabase Evals","supabase-evals",[],1785544829,{"id":772,"name":773,"slug":774,"summary":775,"url":776,"kind":134,"platform":48,"author":777,"authorHandle":-1,"publisher":777,"publishedAt":735,"about":778,"writtenBy":783,"createdAt":784},"entity_01kz2yhcgne4br33pmghxn59ha","MiniMax H3: An Open Model Breaking the Boundaries Between Tasks and Modalities","minimax-h3-an-open-model-breaking-the-boundaries-between-tasks-and-modalities","Today, we're officially launching MiniMax H3, a general-purpose omni-modal generation model. H3 can jointly understand multimodal contexts spanning text, images, video, and audio. It generates video with native stereo audio at up to 2K resolution and 15 seconds in length.","https:\u002F\u002Fwww.minimax.io\u002Fblog\u002Fminimax-h3","MiniMax",[779],{"id":780,"name":781,"slug":782,"type":71},"entity_01kz2yathse4br33n2kn6nkkfz","MiniMax H3","minimax-h3",[],1785731789,{"id":786,"name":787,"slug":788,"summary":789,"url":790,"kind":10,"platform":48,"author":791,"authorHandle":-1,"publisher":792,"publishedAt":735,"about":793,"writtenBy":801,"createdAt":806},"entity_01kz9qmjxhecxa5kt2thja5p2e","Stateless MCP has recaptured my interest (and inspired mcp-explorer and datasette-mcp)","stateless-mcp-has-recaptured-my-interest","Tuesday was Stateless MCP day—the rollout of MCP 2.0, or the 2026-07-28 Model Context Protocol specification to use the more formal but less memorable name. This is the most significant …","https:\u002F\u002Fsimonwillison.net\u002F2026\u002FJul\u002F31\u002Fstateless-mcp\u002F","Simon Willison","Simon Willison’s Weblog",[794,795,798],{"id":425,"name":426,"slug":427,"type":21},{"id":796,"name":797,"slug":797,"type":21},"entity_01kz9qpswjecxa5ktvm8kqv788","mcp-explorer",{"id":799,"name":800,"slug":800,"type":21},"entity_01kz9qqakcecxa5kwej2cxbxff","datasette-mcp",[802],{"id":803,"name":791,"slug":804,"url":805},"entity_01kz9qs4qnecxa5kxez1yq9rae","simon-willison","https:\u002F\u002Fsimonwillison.net\u002F",1785959435,{"id":808,"name":809,"slug":810,"summary":811,"url":812,"kind":813,"platform":11,"author":554,"authorHandle":555,"publisher":14,"publishedAt":735,"about":814,"writtenBy":820,"createdAt":824},"entity_01kywq4erfexyby29ded4bjday","We are making the updated DeepSeek V4-Flash 0731 free in Cline.","we-are-making-the-updated-deepseek-v4-flash-0731-free-in-cline","We are making the updated DeepSeek V4-Flash 0731 free in Cline.\n\nThis is the first flash model we've found performs at SOTA levels, and are excited for you to feel the new frontier.\n\n1. npm i -g cline\n2. Open \u002Fsettings > Cline provider\n3. Select deepseek-v4-flash","https:\u002F\u002Fx.com\u002Fcline\u002Fstatus\u002F2083249360662659079","post",[815,819],{"id":816,"name":817,"slug":818,"type":71},"entity_01kywp2zgae4dr2vr8wkzjd3ca","DeepSeek V4 Flash","deepseek-v4-flash",{"id":553,"name":554,"slug":555,"type":21},[821],{"id":822,"name":554,"slug":555,"url":823},"entity_01kywq37snexyby28yh388n8k4","https:\u002F\u002Ft.co\u002F53PQxwjtUW",1785522699,{"id":826,"name":827,"slug":828,"summary":829,"url":830,"kind":10,"platform":48,"author":831,"authorHandle":-1,"publisher":831,"publishedAt":832,"about":833,"writtenBy":846,"createdAt":847},"entity_01kytd8znde8jsra6zrcv042j6","Advancing the price-performance frontier with GPT-5.6","advancing-the-price-performance-frontier-with-gpt-5-6","By making every layer more efficient, OpenAI is delivering stronger performance per dollar across more enterprise workloads.","https:\u002F\u002Fopenai.com\u002Findex\u002Fadvancing-the-price-performance-frontier-with-gpt-5-6\u002F","OpenAI","2026-07-30",[834,838,842],{"id":835,"name":836,"slug":837,"type":71},"entity_01ky6a17n8f24s837acejbgyn1","GPT-5.6 Luna","gpt-5-6-luna",{"id":839,"name":840,"slug":841,"type":71},"entity_01ky6a165sf24s8377yqgpq1e2","GPT-5.6 Terra","gpt-5-6-terra",{"id":843,"name":844,"slug":845,"type":71},"entity_01ky6a15nkf24s836rbzrtcrj9","GPT-5.6 Sol","gpt-5-6-sol",[],1785445252,{"id":849,"name":850,"slug":851,"summary":852,"url":853,"kind":10,"platform":48,"author":854,"authorHandle":-1,"publisher":855,"publishedAt":832,"about":856,"writtenBy":857,"createdAt":858},"entity_01kytpvgs0fk4bykk27nvw3782","Introducing AutoEval to the Arena leaderboards","introducing-autoeval-to-the-arena-leaderboards","At Arena, our evaluations are dynamic and grounded in real-world use. But real-world signals take time to collect. Today, we’re introducing AutoEval scores to provide immediate, calibrated model ratings on real tasks when waiting for human votes to accumulate.","https:\u002F\u002Farena.ai\u002Fblog\u002Fautoeval-scores","Arena Team","Arena",[],[],1785455297,{"id":860,"name":861,"slug":862,"summary":863,"url":864,"kind":10,"platform":48,"author":865,"authorHandle":-1,"publisher":865,"publishedAt":832,"about":866,"writtenBy":879,"createdAt":880},"entity_01kytdkp68e8jsra7tjvswdf63","Introducing Inkling-Small","introducing-inkling-small","An open-weights model that matches Inkling at a quarter of the size: multimodal, Mixture-of-Experts, with controllable reasoning effort. Fine-tune it on Tinker.","https:\u002F\u002Fthinkingmachines.ai\u002Fnews\u002Finkling-small\u002F","Thinking Machines Lab",[867,871,875],{"id":868,"name":869,"slug":870,"type":71},"entity_01kyajqjxwesmb8qzjhcr1fkqa","Inkling","inkling",{"id":872,"name":873,"slug":874,"type":21},"entity_01kyajqefaesmb8qynd8f15097","Tinker","tinker",{"id":876,"name":877,"slug":878,"type":71},"entity_01kytdp3j0f22s8x568dssqppx","Inkling-Small","inkling-small",[],1785445603,{"id":882,"name":883,"slug":884,"summary":885,"url":886,"kind":10,"platform":11,"author":887,"authorHandle":888,"publisher":14,"publishedAt":832,"about":889,"writtenBy":890,"createdAt":891},"entity_01kyzfxhrffvpt275e0q21p5nk","Stripe's Knowledge AI Platform","stripe-s-knowledge-ai-platform","Coding agents transformed engineering at Stripe, but non-engineers like sales reps, finance analysts, technical account managers, and others felt left behind by the AI wave of Claude Code and Codex.","https:\u002F\u002Fx.com\u002Femilygsands\u002Fstatus\u002F2082911076157648900","Emily Sands","emilygsands",[],[],1785615796,{"id":893,"name":894,"slug":895,"summary":896,"url":897,"kind":10,"platform":48,"author":898,"authorHandle":-1,"publisher":642,"publishedAt":832,"about":899,"writtenBy":900,"createdAt":901},"entity_01kytxtqnge8hs1k6esf7fd3vx","The Session You Cannot Take With You","the-session-you-cannot-take-with-you","Inference APIs are filling sessions with encrypted reasoning, hidden search results, opaque compaction, and encrypted subagent messages. A growing form of lock-in.","https:\u002F\u002Fearendil.com\u002Fposts\u002Fsession-portability\u002F","Earendil Engineering",[],[],1785462611,{"id":903,"name":904,"slug":905,"summary":906,"url":907,"kind":10,"platform":11,"author":12,"authorHandle":13,"publisher":14,"publishedAt":908,"about":909,"writtenBy":910,"createdAt":912},"entity_01kyqpzsjrfahajpz1t0s6pwzm","Pragmatic Leverage in the Software Factory","pragmatic-leverage-in-the-software-factory","This one is a bit of an addendum \u002F side-quest to the recent series. It didn't fit cleanly into the main post so I'm publishing it standalone.","https:\u002F\u002Fx.com\u002Fdexhorthy\u002Fstatus\u002F2082510831858893115","2026-07-29",[],[911],{"id":24,"name":12,"slug":12,"url":25},1785354774,{"id":914,"name":915,"slug":916,"summary":917,"url":918,"kind":10,"platform":11,"author":919,"authorHandle":920,"publisher":14,"publishedAt":921,"about":922,"writtenBy":923,"createdAt":924},"entity_01kyqq0c9mfvh9hxxkgfdv4ran","How (and why) to build agent-first apps","how-and-why-to-build-agent-first-apps","In 2026, you shouldn't be building a single application that's not agent first. But what does that mean, and how do I do it? Let me show you.","https:\u002F\u002Fx.com\u002FSteve8708\u002Fstatus\u002F2082118879002980730","Steve (Builder.io)","Steve8708","2026-07-28",[],[],1785354793,{"id":926,"name":927,"slug":928,"summary":929,"url":930,"kind":10,"platform":48,"author":931,"authorHandle":-1,"publisher":932,"publishedAt":921,"about":933,"writtenBy":938,"createdAt":939},"entity_01kyn2yxksecys2w3j16fjk81d","Introducing Poolside Desktop Assistant, for macOS","introducing-poolside-desktop-assistant-for-macos","Poolside Desktop Assistant is a macOS app for running multiple coding agents across projects and repositories. 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I know this sounds crazy, so I'll share videos along the way and encourage you to build along.","https:\u002F\u002Fx.com\u002Fashpreetbedi\u002Fstatus\u002F2081862306879995908","Ashpreet Bedi","ashpreetbedi","2026-07-27",[997,998,999],{"id":339,"name":340,"slug":341,"type":21},{"id":343,"name":344,"slug":345,"type":21},{"id":1000,"name":1001,"slug":1002,"type":21},"entity_01kyk75vrcexs84dda49memxrp","Agno","agno",[1004],{"id":1005,"name":993,"slug":1006,"url":1007},"entity_01kyn0wzj4e4frj4d518bpq5v0","ashpreet-bedi","https:\u002F\u002Ft.co\u002FywfoPzywd3",1785203805,{"id":1010,"name":1011,"slug":1012,"summary":1013,"url":1014,"kind":10,"platform":11,"author":1015,"authorHandle":1016,"publisher":14,"publishedAt":995,"about":1017,"writtenBy":1022,"createdAt":1023},"entity_01kyxet11rf6ebgh8dnfjcnnq0","Getting the most out of GPT-5.6: Sol, Terra, and Luna","getting-the-most-out-of-gpt-5-6-sol-terra-and-luna","Your Codex subscription now comes with 3 main models, Sol, Terra, and Luna, each independently trained and served, with reasoning dials.","https:\u002F\u002Fx.com\u002Fcerebras\u002Fstatus\u002F2081828128952095022","Cerebras","cerebras",[1018,1019,1020,1021],{"id":843,"name":844,"slug":845,"type":71},{"id":839,"name":840,"slug":841,"type":71},{"id":835,"name":836,"slug":837,"type":71},{"id":343,"name":344,"slug":345,"type":21},[],1785547523,{"id":1025,"name":1026,"slug":1027,"summary":1028,"url":1029,"kind":10,"platform":48,"author":1030,"authorHandle":-1,"publisher":1031,"publishedAt":995,"about":1032,"writtenBy":1039,"createdAt":1040},"entity_01kyk6yb70exs84dc1t042mk4b","How to Run a Gauntlet Loop","how-to-run-a-gauntlet-loop","The prompting method behind Claude of Duty. 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You tell a coding assistant that your deploy runs at 6 pm UTC. Tomorrow, it has no idea.","https:\u002F\u002Fx.com\u002Fvenkatofl\u002Fstatus\u002F2081725363810640176","Venkat","venkatofl",[1090],{"id":1091,"name":1092,"slug":1092,"type":21},"entity_01kyjfy9zzf68a5bntmq4q6e11","evermemo",[1094],{"id":1095,"name":1087,"slug":1096,"url":1097},"entity_01kyn0xtsve4frj54kn09zmyjq","venkat","https:\u002F\u002Ft.co\u002Flb62kfTKYG",1785179632,{"id":1100,"name":1101,"slug":1102,"summary":1103,"url":1104,"kind":10,"platform":11,"author":1105,"authorHandle":1106,"publisher":14,"publishedAt":995,"about":1107,"writtenBy":1112,"createdAt":1118},"entity_01kyqxp7n1fk2ab2j4ec7w1xph","What the Brain Knows About Long-Running Agents","what-the-brain-knows-about-long-running-agents","A frozen model is a cortex. The hard part is the organ that decides what the cortex learns. For a couple of years we've been building the same thing: a harness. We wrap the model in scaffolding.","https:\u002F\u002Fx.com\u002Fyoheinakajima\u002Fstatus\u002F2081741659260477666","Yohei","yoheinakajima",[1108],{"id":1109,"name":1110,"slug":1111,"type":21},"entity_01kyg4419je06tyt9qybfd7by3","ActiveGraph","activegraph",[1113],{"id":1114,"name":1115,"slug":1116,"url":1117},"entity_01kyqxt8x4fk2ab2jd220g9hj8","Yohei Nakajima","yohei-nakajima","http:\u002F\u002Fyoheinakajima.com",1785361800,{"id":1120,"name":1121,"slug":1122,"summary":1123,"url":1124,"kind":10,"platform":11,"author":12,"authorHandle":13,"publisher":14,"publishedAt":995,"about":1125,"writtenBy":1130,"createdAt":1132},"entity_01kyjjj2vxeh0v8dygb33qy96b","Why Software Factories Fail: Benchmarking the new frontier","why-software-factories-fail-benchmarking-the-new-frontier","This is a continuation of Parts 1 and 2 of \"Why Software Factories Fail\" Part 1: the harness is not enough Part 2: turning the lights back on we got better benchmarks Remember when I said this in…","https:\u002F\u002Fx.com\u002Fdexhorthy\u002Fstatus\u002F2081797628552270027",[1126],{"id":1127,"name":1128,"slug":1129,"type":21},"entity_01kyjjr8emeh0v8dz6d2k3bgt2","SlopCodeBench","slopcodebench",[1131],{"id":24,"name":12,"slug":12,"url":25},1785182358,{"id":1134,"name":1135,"slug":1136,"summary":1137,"url":1138,"kind":10,"platform":11,"author":1139,"authorHandle":1140,"publisher":14,"publishedAt":1141,"about":1142,"writtenBy":1143,"createdAt":1144},"entity_01kyqq0dkhfvh9hxxtkazr4xc0","Prompt (token) Caching - A deep dive into 10x cheaper AI inference","prompt-token-caching-a-deep-dive-into-10x-cheaper-ai-inference","We all know the basic unit of AI (LLMs) is tokens, you get billed on its usage, so the more you burn them, the more your cost.","https:\u002F\u002Fx.com\u002Favrldotdev\u002Fstatus\u002F2081355315522798077","avrl ☘","avrldotdev","2026-07-26",[],[],1785354794,{"id":1146,"name":1147,"slug":1148,"summary":1149,"url":1150,"kind":10,"platform":11,"author":1071,"authorHandle":1072,"publisher":14,"publishedAt":1141,"about":1151,"writtenBy":1156,"createdAt":1158},"entity_01kygvw2zff699cwr347z1gqmm","Sandboxes vs WebAssembly → Lambda vs Workers, round two","sandboxes-vs-webassembly-lambda-vs-workers-round-two","The great serverless wars of the 2010s The two front runners leading the serverless wars were Cloudflare Workers and AWS Lambda.","https:\u002F\u002Fx.com\u002FNathanFlurry\u002Fstatus\u002F2081498476970725735",[1152],{"id":1153,"name":1154,"slug":1155,"type":21},"entity_01ky8sm6ddecztczsrxmajrya5","agentOS","agentos",[1157],{"id":1076,"name":1077,"slug":1078,"url":1079},1785125014,{"id":1160,"name":1161,"slug":1162,"summary":1163,"url":1164,"kind":10,"platform":11,"author":1165,"authorHandle":1166,"publisher":14,"publishedAt":1141,"about":1167,"writtenBy":1169,"createdAt":1174},"entity_01kyfxfj3dfzt8y4w27165cw52","the life of a codex conversation on disk","the-life-of-a-codex-conversation-on-disk","This article follows a conversation through its whole life on disk, from your first message to the day you delete it. Your messages go to OpenAI’s servers to be answered.","https:\u002F\u002Fx.com\u002Falxfazio\u002Fstatus\u002F2081415650912727439","alex fazio","alxfazio",[1168],{"id":343,"name":344,"slug":345,"type":21},[1170],{"id":1171,"name":1165,"slug":1172,"url":1173},"entity_01kyn0ww1te4frj4a0yj40edy1","alex-fazio","https:\u002F\u002Ft.co\u002Fn2pYx90d60",1785093146,{"id":1176,"name":1177,"slug":1178,"summary":1179,"url":1180,"kind":10,"platform":11,"author":12,"authorHandle":13,"publisher":14,"publishedAt":1181,"about":1182,"writtenBy":1183,"createdAt":1185},"entity_01kyd7q09kf22by5rw2f96wm26","Why Software Factories Fail: Turning the lights back on","why-software-factories-fail-turning-the-lights-back-on","This is part two of Why Software Factories Fail The talk version of this post is live on youtube: https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=Ib5GBkD555M Turning the lights back on In part 1, I went deep on why models can't…","https:\u002F\u002Fx.com\u002Fdexhorthy\u002Fstatus\u002F2081058573556306030","2026-07-25",[],[1184],{"id":24,"name":12,"slug":12,"url":25},1785003213,{"id":1187,"name":1188,"slug":1189,"summary":1190,"url":1191,"kind":10,"platform":48,"author":1192,"authorHandle":-1,"publisher":1193,"publishedAt":1194,"about":1195,"writtenBy":1199,"createdAt":1200},"entity_01kyah9wd6f6f93aqjcyvj8nsg","Classifiers: Track What Your Agents Do and What It Costs","classifiers-track-what-your-agents-do-and-what-it-costs","You can now automatically classify your OpenRouter generations with structured metadata for AI usage reporting.","https:\u002F\u002Fopenrouter.ai\u002Fblog\u002Fannouncements\u002Fclassifiers\u002F","Cailee Moberg","OpenRouter","2026-07-24",[1196],{"id":1197,"name":1193,"slug":1198,"type":21},"entity_01kwn4p3zaeh19apbaqda9zr4f","openrouter",[],1784912605,{"id":1202,"name":1203,"slug":1204,"summary":1205,"url":1206,"kind":134,"platform":48,"author":1207,"authorHandle":-1,"publisher":1207,"publishedAt":1194,"about":1208,"writtenBy":1213,"createdAt":1214},"entity_01kyaxg3c5f6esz3htfh3sc2m0","Introducing BackSearch","introducing-backsearch","Point-in-time web search and page fetch over a frozen archive. Query the web as it existed on any past date.","https:\u002F\u002Fwww.gr.inc\u002Freleases\u002Fintroducing-backsearch","General Reasoning",[1209],{"id":1210,"name":1211,"slug":1212,"type":21},"entity_01kyaxfe7bf6esz3gvgr3zzpv9","BackSearch","backsearch",[],1784925392,{"id":1216,"name":1217,"slug":1218,"summary":1219,"url":1220,"kind":134,"platform":48,"author":379,"authorHandle":-1,"publisher":379,"publishedAt":1194,"about":1221,"writtenBy":1223,"createdAt":1224},"entity_01kyam2heafvgvmfzn21fjm3za","Introducing Claude Opus 5","introducing-claude-opus-5","Opus 5 is a step change improvement for the Opus tier powering long-running agents while delivering improvements in coding and professional work.","https:\u002F\u002Fwww.anthropic.com\u002Fnews\u002Fclaude-opus-5",[1222],{"id":1036,"name":1037,"slug":1038,"type":71},[],1784915510,{"id":1226,"name":1227,"slug":1228,"summary":1229,"url":1230,"kind":322,"platform":11,"author":1231,"authorHandle":1232,"publisher":14,"publishedAt":1194,"about":1233,"writtenBy":1236,"createdAt":1242},"entity_01kyaxy91secrr44e185hbmdpz","Practical multi-agent orchestration in Codex","practical-multi-agent-orchestration-in-codex","GPT-5.6 Sol gets especially interesting when it has a team to work with.","https:\u002F\u002Fx.com\u002Fpvncher\u002Fstatus\u002F2080707291603407077","eric provencher","pvncher",[1234,1235],{"id":343,"name":344,"slug":345,"type":21},{"id":843,"name":844,"slug":845,"type":71},[1237],{"id":1238,"name":1239,"slug":1240,"url":1241},"entity_01kyay3445f6esz3jr68cnjgmq","Eric Provencher","eric-provencher","https:\u002F\u002Frepoprompt.com\u002F",1784925856,{"id":1244,"name":1245,"slug":1246,"summary":1247,"url":1248,"kind":10,"platform":11,"author":1249,"authorHandle":1250,"publisher":14,"publishedAt":1194,"about":1251,"writtenBy":1253,"createdAt":1258},"entity_01kyamm203f23s315waj08tmah","The new rules of context engineering for Claude 5 models","the-new-rules-of-context-engineering-for-claude-5-models","I’ve written previously about how to best prompt the newest generation of Claude 5 models and work with them iteratively to discover what you want to build.","https:\u002F\u002Fx.com\u002Ftrq212\u002Fstatus\u002F2080710971228918066","Thariq","trq212",[1252],{"id":1036,"name":1037,"slug":1038,"type":71},[1254],{"id":1255,"name":1249,"slug":1256,"url":1257},"entity_01kyn0xs4je4frj53745y522a2","thariq","https:\u002F\u002Ft.co\u002Ft9t864dmsg",1784916084,{"id":1260,"name":1261,"slug":1262,"summary":1263,"url":1264,"kind":134,"platform":11,"author":1265,"authorHandle":1266,"publisher":14,"publishedAt":1194,"about":1267,"writtenBy":1272,"createdAt":1273},"entity_01kyaxj4tbecrr44c3tv26k1rd","Turn And Face The Strange","turn-and-face-the-strange","We’re Fly.io, a public cloud platform that is both our favorite way to put an app on the Internet and our favorite way to safely let a frontier agent coding harness cook.","https:\u002F\u002Fx.com\u002Fflydotio\u002Fstatus\u002F2080673882785341903","Fly.io","flydotio",[1268],{"id":1269,"name":1270,"slug":1271,"type":21},"entity_01kyaxhvkdecrr44b1c2ad60zh","Sprites","sprites",[],1784925459,{"id":1275,"name":1276,"slug":1277,"summary":1278,"url":1279,"kind":10,"platform":11,"author":12,"authorHandle":13,"publisher":14,"publishedAt":1194,"about":1280,"writtenBy":1281,"createdAt":1283},"entity_01kyahtndyesmb8qxyre8a985v","Why Software Factories Fail","why-software-factories-fail","or: the harness is not enough","https:\u002F\u002Fx.com\u002Fdexhorthy\u002Fstatus\u002F2080697380379427275",[],[1282],{"id":24,"name":12,"slug":12,"url":25},1784913155,{"id":1285,"name":1286,"slug":1287,"summary":1288,"url":1289,"kind":134,"platform":48,"author":1290,"authorHandle":-1,"publisher":1290,"publishedAt":1194,"about":1291,"writtenBy":1296,"createdAt":1297},"entity_01kyjeyvcceh0v8drr1kptm7fy","ZeroEntropy Joins Notion","zeroentropy-joins-notion","ZeroEntropy has been acquired by Notion. All of our models are now open-source under Apache 2.0, and our products remain fully supported until September 4th, 2026.","https:\u002F\u002Fzeroentropy.dev\u002Farticles\u002Fzeroentropy-is-joining-notion\u002F","ZeroEntropy",[1292],{"id":1293,"name":1294,"slug":1295,"type":21},"entity_01kwn4pa3vf25rdm18mzrhy95y","ZeroEntropy Rerankers","zeroentropy-rerankers",[],1785178582,{"id":1299,"name":1300,"slug":1301,"summary":1302,"url":1303,"kind":134,"platform":48,"author":-1,"authorHandle":-1,"publisher":1304,"publishedAt":1305,"about":1306,"writtenBy":1310,"createdAt":1311},"entity_01ky96hg83e4a93wgdm2d8m9nq","FLUX 3 - Real World Models: Towards Multimodal Flow Models as the Backbone of Visual Intelligence","flux-3","FLUX 3 is our new multimodal foundation model. It jointly learns from images, videos, and audio within a unified architecture, because what it needs to learn is not any one of these elements in isolation. Instead, a model must learn a representation of the world: how objects hold together, how things move, and how events sound.","https:\u002F\u002Fbfl.ai\u002Fblog\u002Fflux-3","Black Forest Labs","2026-07-23",[1307],{"id":1308,"name":1309,"slug":1301,"type":71},"entity_01ky96h4hye4a93wg1ck39y56f","FLUX 3",[],1784867766,{"id":1313,"name":1314,"slug":1315,"summary":1316,"url":1317,"kind":10,"platform":48,"author":-1,"authorHandle":-1,"publisher":1318,"publishedAt":1305,"about":1319,"writtenBy":1324,"createdAt":1325},"entity_01kyae9n0ke4ctq7jaddm2zdjk","I gave Pi one tool","i-gave-pi-one-tool","I turned code mode into a programmable Pi extension. Then it used itself to build most of the runtime.","https:\u002F\u002Fmonotykamary.com\u002Fposts\u002Fi-gave-pi-one-tool\u002F","Tom",[1320,1323],{"id":1321,"name":1322,"slug":1322,"type":21},"entity_01kyafq6d8eh78ynqq1bfed6ec","pi-fabric",{"id":645,"name":646,"slug":647,"type":21},[],1784909452,{"id":1327,"name":1328,"slug":1329,"summary":1330,"url":1331,"kind":10,"platform":11,"author":1332,"authorHandle":1333,"publisher":14,"publishedAt":1305,"about":1334,"writtenBy":1338,"createdAt":1343},"entity_01ky9r5g3yen9rz3vdj3kk7y8a","Superrepos and why Claude Code is the best worktree manager","superrepos-and-why-claude-code-is-the-best-worktree-manager","Lots of people have asked why cmux doesn't have native worktree support. Here's why:","https:\u002F\u002Fx.com\u002Flawrencecchen\u002Fstatus\u002F2080441004881215520","Lawrence Chen","lawrencecchen",[1335],{"id":1336,"name":1337,"slug":1337,"type":21},"entity_01kwn4nrcgf25rdkr45c7ndx5q","cmux",[1339],{"id":1340,"name":1332,"slug":1341,"url":1342},"entity_01kyn0x9zce4frj4p5h0yszsj0","lawrence-chen","https:\u002F\u002Ft.co\u002FqLWtoGgA1S",1784886247,{"id":1345,"name":1346,"slug":1347,"summary":1348,"url":1349,"kind":641,"platform":11,"author":1350,"authorHandle":1351,"publisher":14,"publishedAt":1305,"about":1352,"writtenBy":1407,"createdAt":1412},"entity_01kyb1ndrmf6esz3naek99dvk8","The context gold rush: Why everyone is building the same thing.","the-context-gold-rush-why-everyone-is-building-the-same-thing","You either die building product or live long enough to do context management.","https:\u002F\u002Fx.com\u002Fsamzliu\u002Fstatus\u002F2080210797465379147","Sam Z Liu","samzliu",[1353,1357,1361,1365,1369,1373,1377,1381,1385,1389,1390,1394,1398,1402,1406],{"id":1354,"name":1355,"slug":1356,"type":21},"entity_01ky08p461e8j9hps6zs2c1thd","Honcho","honcho",{"id":1358,"name":1359,"slug":1360,"type":21},"entity_01ky09zseafanafxh0vrrynes3","Supermemory","supermemory",{"id":1362,"name":1363,"slug":1364,"type":21},"entity_01kwn4ntepf25rdks6bfnrjv4s","Entire","entire",{"id":1366,"name":1367,"slug":1368,"type":21},"entity_01kyb1sfxef6esz3pkmqq4fa5z","Stash","stash",{"id":1370,"name":1371,"slug":1372,"type":21},"entity_01kyb2m8cgecrr44k7wxwzrv43","Letta","letta",{"id":1374,"name":1375,"slug":1376,"type":21},"entity_01kyb2m9q2ecrr44m1tzmbg2vf","Hyperspell","hyperspell",{"id":1378,"name":1379,"slug":1380,"type":21},"entity_01kyb2masjecrr44n4kybgsraz","Sentra","sentra",{"id":1382,"name":1383,"slug":1384,"type":21},"entity_01kyb2mc9fecrr44p5xv8g2fec","PromptQL","promptql",{"id":1386,"name":1387,"slug":1388,"type":21},"entity_01kyb2mdndeshatkngff89rdmc","Braintrust","braintrust",{"id":422,"name":419,"slug":423,"type":21},{"id":1391,"name":1392,"slug":1393,"type":21},"entity_01kyb2mg8aeshatkqj82expgtg","Exa","exa",{"id":1395,"name":1396,"slug":1397,"type":21},"entity_01kyb2mhhceshatkrgad3k9n6f","Pinecone","pinecone",{"id":1399,"name":1400,"slug":1401,"type":21},"entity_01kyb2mk0necrr44q5jg0yk7yq","Composio","composio",{"id":1403,"name":1404,"slug":1405,"type":21},"entity_01kyb2mm7kecrr44r41ve7pzyf","Mintlify","mintlify",{"id":440,"name":437,"slug":441,"type":21},[1408],{"id":1409,"name":1350,"slug":1410,"url":1411},"entity_01kyn0xnqwe4frj506xa5kbmxh","sam-z-liu","https:\u002F\u002Ft.co\u002FgXPZG1aDs7",1784929761,{"id":1414,"name":1415,"slug":1416,"summary":1417,"url":1418,"kind":10,"platform":48,"author":1371,"authorHandle":-1,"publisher":1371,"publishedAt":1305,"about":1419,"writtenBy":1423,"createdAt":1424},"entity_01kyae9k7neh78ynpet30b5220","Trajectory: A Standard Format for Agent Experience Data","trajectory-a-standard-format-for-agent-experience-data","Introducing trajectory, an open-source package that normalizes coding-agent sessions from Claude Code, Codex, Letta Code, and other harnesses into one token-efficient format designed for agents learning from past experience.","https:\u002F\u002Fwww.letta.com\u002Fblog\u002Ftrajectory\u002F",[1420],{"id":1421,"name":1422,"slug":1422,"type":21},"entity_01kyafq7vee4ctq7kahz24ntt9","trajectory",[],1784909450,{"id":1426,"name":1427,"slug":1428,"summary":1429,"url":1430,"kind":10,"platform":11,"author":1431,"authorHandle":1432,"publisher":14,"publishedAt":1433,"about":1434,"writtenBy":1439,"createdAt":1444},"entity_01ky6p40hsf6fbj0s6c05bfr8p","Compound Engineering Update – July 22, 2026","compound-engineering-update-july-22-2026","","https:\u002F\u002Fx.com\u002Ftrevin\u002Fstatus\u002F2079954613319749661","Trevin Chow","trevin","2026-07-22",[1435],{"id":1436,"name":1437,"slug":1438,"type":21},"entity_01ky09qtykfanafx81hg3mxb1y","Compound Engineering","compound-engineering-plugin",[1440],{"id":1441,"name":1431,"slug":1442,"url":1443},"entity_01kyn0xqe3e4frj51kytze1q10","trevin-chow","https:\u002F\u002Ft.co\u002FFPafkGIToy",1784783438,{"id":1446,"name":1447,"slug":1448,"summary":1449,"url":1450,"kind":641,"platform":48,"author":-1,"authorHandle":-1,"publisher":642,"publishedAt":1433,"about":1451,"writtenBy":1453,"createdAt":1454},"entity_01ky91yy3nfes8pfxf1xdv8fpa","Prompt Caching In Agents","prompt-caching-in-agents","How prompt caching shapes the cost, latency, tools, and architecture of coding agents, and what Pi does to keep cache behavior visible.","https:\u002F\u002Fearendil.com\u002Fposts\u002Fprompt-caching\u002F",[1452],{"id":645,"name":646,"slug":647,"type":21},[],1784862963,{"id":1456,"name":1457,"slug":1458,"summary":1429,"url":1459,"kind":10,"platform":11,"author":1460,"authorHandle":1461,"publisher":14,"publishedAt":1433,"about":1462,"writtenBy":1463,"createdAt":1468},"entity_01ky6p4ngwf6fbj0sa3hr8fte8","Towards Automating Eval Engineering","towards-automating-eval-engineering","https:\u002F\u002Fx.com\u002FVtrivedy10\u002Fstatus\u002F2079976006644072796","Viv","Vtrivedy10",[],[1464],{"id":1465,"name":1460,"slug":1466,"url":1467},"entity_01kyn0xyhre4frj57kv1k8eybs","viv","https:\u002F\u002Ft.co\u002FkgJe146vsV",1784783459,{"id":1470,"name":1471,"slug":1472,"summary":1473,"url":1474,"kind":641,"platform":48,"author":1475,"authorHandle":-1,"publisher":1476,"publishedAt":1477,"about":1478,"writtenBy":1479,"createdAt":1480},"entity_01kybmqakweh7v7cksg2mfnnpg","How to train a frontier-level world model","how-to-train-a-frontier-level-world-model","How we trained and open-sourced a frontier-level world model — the lessons, failures, and fixes — with a live, playable demo running on Reactor.","https:\u002F\u002Fnext-state.github.io\u002Fopen-dreamer\u002F","Diego Martì Monsò, Francesco Sacco, Edward Hu","Next State","2026-07-21",[],[],1784949746,{"id":1482,"name":1483,"slug":1484,"summary":1485,"url":1486,"kind":134,"platform":48,"author":1487,"authorHandle":-1,"publisher":1488,"publishedAt":1477,"about":1489,"writtenBy":1502,"createdAt":1503},"entity_01ky6887w6f24s834ath7ncqz0","Introducing Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber","introducing-gemini-3-6-flash-3-5-flash-lite-and-3-5-flash-cyber","We’re introducing new Gemini models, including Gemini 3.6 Flash, 3.5 Flash-Lite and 3.5 Flash Cyber.","https:\u002F\u002Fblog.google\u002Finnovation-and-ai\u002Fmodels-and-research\u002Fgemini-models\u002Fgemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber\u002F","Tulsee Doshi","Google",[1490,1494,1498],{"id":1491,"name":1492,"slug":1493,"type":71},"entity_01ky39vzpbfanrdm0qdgeexe2z","Gemini 3.5 Flash-Lite","gemini-3-5-flash-lite",{"id":1495,"name":1496,"slug":1497,"type":71},"entity_01ky39w093fanrdm0s5rhqvsyw","Gemini 3.5 Flash-Cyber","gemini-3-5-flash-cyber",{"id":1499,"name":1500,"slug":1501,"type":71},"entity_01ky39vz5tfanrdm0fdg1k1vkn","Gemini 3.6 Flash","gemini-3-6-flash",[],1784768896,{"id":1505,"name":1506,"slug":1507,"summary":1508,"url":1509,"kind":134,"platform":48,"author":1510,"authorHandle":-1,"publisher":932,"publishedAt":1477,"about":1511,"writtenBy":1519,"createdAt":1520},"entity_01ky6c2w0rf24s83ck6yqg79p4","Introducing Laguna S 2.1","introducing-laguna-s-2-1","Today we're releasing Laguna S 2.1, a significant step forward in our development of models that pursue longer horizon work and make effective use of reasoning.","https:\u002F\u002Fpoolside.ai\u002Fblog\u002Fintroducing-laguna-s-2-1","Poolside team",[1512,1516],{"id":1513,"name":1514,"slug":1515,"type":71},"entity_01ky39vxggfanrdkzqjzddm5wm","Laguna S 2.1","laguna-s-2-1",{"id":1517,"name":1518,"slug":1518,"type":21},"entity_01kyafq515eh78ynpmmrn46b4z","pool",[],1784772915,{"id":1522,"name":1523,"slug":1524,"summary":1525,"url":1526,"kind":641,"platform":48,"author":1527,"authorHandle":-1,"publisher":1528,"publishedAt":1477,"about":1529,"writtenBy":1538,"createdAt":1539},"entity_01ky9af5bef6csf3edb25h5whr","The Unreasonable Effectiveness of Separating the Task from the Model","separating-task-from-model","This talk is about separating the task, the job to be done, from the implementation details: the model, harness, tactics, and other elements that are constantly changing.","https:\u002F\u002Fwww.cmpnd.ai\u002Fblog\u002Fseparating-task-from-model.html","Isaac Miller, Maxime 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Here's what that taught us about how agents actually navigate a repo, and the three levers you control: the names you choose, the types you define, and where you put your explanations.","https:\u002F\u002Fmodem.dev\u002Fblog\u002Fhow-coding-agents-read-your-code","Ben Vinegar","Modem",[],[],1784910381,{"id":1566,"name":1567,"slug":1568,"summary":1429,"url":1569,"kind":10,"platform":11,"author":1570,"authorHandle":1571,"publisher":14,"publishedAt":1572,"about":1573,"writtenBy":1578,"createdAt":1583},"entity_01ky652rwefk1832pxwe2d80dc","Three problems A2A actually solves","three-problems-a2a-actually-solves","https:\u002F\u002Fx.com\u002Fakshen121\u002Fstatus\u002F2078860704774590594","Akshen","akshen121","2026-07-19",[1574],{"id":1575,"name":1576,"slug":1577,"type":21},"entity_01ky67jxa9f24s832e789wax6w","Agent2Agent","agent2agent",[1579],{"id":1580,"name":1570,"slug":1581,"url":1582},"entity_01kyn0wtcpe4frj48k9463m8y1","akshen","https:\u002F\u002Ft.co\u002FrmLidsPaCx",1784765572,{"id":1585,"name":1586,"slug":1587,"summary":1588,"url":1589,"kind":134,"platform":48,"author":-1,"authorHandle":-1,"publisher":123,"publishedAt":1590,"about":1591,"writtenBy":1595,"createdAt":1596},"entity_01ky94hm21fexsb0jgjyysavm6","Introducing Grok 4.5","grok-4-5","Today, we're launching Grok 4.5, SpaceXAI's smartest model built to excel at coding, agentic tasks, and knowledge work. It's our strongest model ever and was trained alongside Cursor.","https:\u002F\u002Fx.ai\u002Fnews\u002Fgrok-4-5","2026-07-16",[1592],{"id":1593,"name":1594,"slug":1587,"type":71},"entity_01ky94ge69fexsb0ht6ey9sr0s","Grok 4.5",[],1784865673,{"id":1598,"name":1599,"slug":1600,"summary":1601,"url":1602,"kind":10,"platform":48,"author":865,"authorHandle":-1,"publisher":865,"publishedAt":1603,"about":1604,"writtenBy":1607,"createdAt":1608},"entity_01kyajeh43f6f93ar89zr8zsvg","Inkling: Our Open-Weights Model","inkling-our-open-weights-model","Our first open-weights model: multimodal, Mixture-of-Experts, with controllable reasoning effort. Available to fine-tune on Tinker.","https:\u002F\u002Fthinkingmachines.ai\u002Fnews\u002Fintroducing-inkling\u002F","2026-07-15",[1605,1606],{"id":868,"name":869,"slug":870,"type":71},{"id":872,"name":873,"slug":874,"type":21},[],1784913806,{"id":1610,"name":1611,"slug":1612,"summary":1613,"url":1614,"kind":134,"platform":48,"author":-1,"authorHandle":-1,"publisher":1615,"publishedAt":1616,"about":1617,"writtenBy":1622,"createdAt":1623},"entity_01ky945c1be4a93wfdzfkw7c7q","Announcing Bonsai 27B: The First 27B-Class Model to Run on a Phone","announcing-bonsai-27b-the-first-27b-class-model-to-run-on-a-phone","Today, we're announcing Bonsai 27B, based on Qwen3.6 27B, the new multimodal flagship of the Bonsai family and the first model of its capability class to run on a phone.","https:\u002F\u002Fprismml.com\u002Fnews\u002Fbonsai-27b","PrismML","2026-07-14",[1618],{"id":1619,"name":1620,"slug":1621,"type":71},"entity_01ky944pz5e4a93wen7vyy88b8","Bonsai 27B","bonsai-27b",[],1784865271,{"id":1625,"name":1626,"slug":1627,"summary":1628,"url":1629,"kind":10,"platform":48,"author":1630,"authorHandle":-1,"publisher":1631,"publishedAt":1632,"about":1633,"writtenBy":1634,"createdAt":1638},"entity_01kynb5545e4frj5jfwgp8ta1y","The Engine Shop, Part 1: AI, Rockets, and the Return of Hard Contracts","the-engine-shop-part-1-ai-rockets-and-the-return-of-hard-contracts","What gets cheap when implementation is abundant, and what stays stubbornly expensive","https:\u002F\u002Fnoumena.com\u002Fessays\u002Fthe-engine-shop-part-1\u002F","xjdr","Noumena","2026-07-12",[],[1635],{"id":1636,"name":1630,"slug":1630,"url":1637},"entity_01kynb4f23esp8c5eady075xt5","https:\u002F\u002Ft.co\u002FCx43MO2TaL",1785275258,{"id":1640,"name":1641,"slug":1642,"summary":1643,"url":1644,"kind":10,"platform":48,"author":1630,"authorHandle":-1,"publisher":1631,"publishedAt":1632,"about":1645,"writtenBy":1646,"createdAt":1648},"entity_01kynb9h70e4frj5jsppvq7d41","The Engine Shop, Part 2: The Obvious Answer Is `--yolo` \u002F\u002F The Obvious answer is insane","the-engine-shop-part-2-the-obvious-answer-is-yolo-the-obvious-answer-is-insane","What happens when agentic development escapes the approval queue","https:\u002F\u002Fnoumena.com\u002Fessays\u002Fthe-engine-shop-part-2\u002F",[],[1647],{"id":1636,"name":1630,"slug":1630,"url":1637},1785275401,{"id":1650,"name":1651,"slug":1652,"summary":1653,"url":1654,"kind":10,"platform":48,"author":1630,"authorHandle":-1,"publisher":1631,"publishedAt":1632,"about":1655,"writtenBy":1656,"createdAt":1658},"entity_01kynb9mhye4frj5k9ny7rxrcx","The Engine Shop, Part 3: The New Compiler","the-engine-shop-part-3-the-new-compiler","What remains human when implementation becomes abundant","https:\u002F\u002Fnoumena.com\u002Fessays\u002Fthe-engine-shop-part-3\u002F",[],[1657],{"id":1636,"name":1630,"slug":1630,"url":1637},1785275404,{"id":1660,"name":1661,"slug":1662,"summary":1663,"url":1664,"kind":10,"platform":11,"author":1665,"authorHandle":1666,"publisher":14,"publishedAt":1667,"about":1668,"writtenBy":1673,"createdAt":1674},"entity_01kz0hfjg5e8jae1jdrae7xnw4","Good Benchmarks","good-benchmarks","Benchmarks are where SOTA has to earn its name. This post is about designing good tasks.","https:\u002F\u002Fx.com\u002Fneversupervised\u002Fstatus\u002F2075432858270003462","Ivan Bercovich","neversupervised","2026-07-10",[1669],{"id":1670,"name":1671,"slug":1672,"type":21},"entity_01kz0hp01wfk3akadn0cmg1k41","Terminal-Bench","terminal-bench",[],1785650989,{"id":1676,"name":1677,"slug":1678,"summary":1429,"url":1679,"kind":10,"platform":11,"author":1680,"authorHandle":1681,"publisher":14,"publishedAt":1667,"about":1682,"writtenBy":1687,"createdAt":1692},"entity_01ky652qjcfk1832php9mpny3m","Mem0 ran its own benchmark. Then it deleted the losing architecture.","mem0-ran-its-own-benchmark-then-it-deleted-the-losing-architecture","https:\u002F\u002Fx.com\u002FS_BatMan\u002Fstatus\u002F2075727897948536843","Steven (Batman) Batchelor-Manning","S_BatMan",[1683],{"id":1684,"name":1685,"slug":1686,"type":21},"entity_01ky12fxaeespak838aq31ew2q","Mem0","mem0",[1688],{"id":1689,"name":1680,"slug":1690,"url":1691},"entity_01kyn0wgzse4frj452k1hmc17k","steven-batman-batchelor-manning","https:\u002F\u002Ft.co\u002FKY8y3kv7Qs",1784765570,{"id":1694,"name":1695,"slug":1696,"summary":1697,"url":1698,"kind":134,"platform":48,"author":-1,"authorHandle":-1,"publisher":831,"publishedAt":1699,"about":1700,"writtenBy":1704,"createdAt":1705},"entity_01ky6a182sf24s837je9m950a1","GPT-5.6: Frontier intelligence that scales with your ambition","gpt-5-6","We’re launching the GPT‑5.6 family of models for general availability following our limited preview⁠: our new flagship, Sol, alongside Terra, a balanced model for everyday work, and Luna, our most cost-efficient model.","https:\u002F\u002Fopenai.com\u002Findex\u002Fgpt-5-6\u002F","2026-07-09",[1701,1702,1703],{"id":843,"name":844,"slug":845,"type":71},{"id":839,"name":840,"slug":841,"type":71},{"id":835,"name":836,"slug":837,"type":71},[],1784770764,{"id":1707,"name":1708,"slug":1709,"summary":1710,"url":1711,"kind":10,"platform":48,"author":1712,"authorHandle":-1,"publisher":1712,"publishedAt":1713,"about":1714,"writtenBy":1718,"createdAt":1719},"entity_01kyqyck6tfk2ab2mvc963rdp1","Building an API for agents","building-an-api-for-agents","Some patterns we've found ourselves adopting as we design Autumn's API increasingly for agents instead of humans.","https:\u002F\u002Fuseautumn.com\u002Fblog\u002Fbuilding-an-api-for-agents","Autumn","2026-07-08",[1715],{"id":1716,"name":1712,"slug":1717,"type":21},"entity_01kyqyjswsfk2ab2nambg5dyvn","autumn",[],1785362533,{"id":1721,"name":1722,"slug":1723,"summary":1724,"url":1725,"kind":10,"platform":11,"author":1460,"authorHandle":1461,"publisher":14,"publishedAt":1726,"about":1727,"writtenBy":1728,"createdAt":1730},"entity_01kywzj186esmvmrg7bej8nxvf","Improving Agents is a Data Mining Problem","improving-agents-is-a-data-mining-problem","Continual Learning, Harness Engineering, Post-Training all boil down to the same substrate: curating data at scale to run experiments & improve agents.","https:\u002F\u002Fx.com\u002FVtrivedy10\u002Fstatus\u002F2074509344155066517","2026-07-07",[],[1729],{"id":1465,"name":1460,"slug":1466,"url":1467},1785531532,{"id":1732,"name":1733,"slug":1734,"summary":1735,"url":1736,"kind":134,"platform":48,"author":-1,"authorHandle":-1,"publisher":1737,"publishedAt":1738,"about":1739,"writtenBy":1744,"createdAt":1745},"entity_01kyzyf8t7f6c8sdchvgmmagsc","Introducing Claude Sonnet 5","introducing-claude-sonnet-5","Our most agentic Sonnet yet, with top-tier intelligence for coding and everyday professional work.","https:\u002F\u002Fwww.anthropic.com\u002Fnews\u002Fclaude-sonnet-5","anthropic.com","2026-06-30",[1740],{"id":1741,"name":1742,"slug":1743,"type":71},"entity_01kyzyeefdf6c8sdbvcrbqkys4","Claude Sonnet 5","claude-sonnet-5",[],1785631056,{"id":1747,"name":1748,"slug":1749,"summary":1750,"url":1751,"kind":10,"platform":48,"author":1752,"authorHandle":-1,"publisher":1752,"publishedAt":1738,"about":1753,"writtenBy":1758,"createdAt":1759},"entity_01kyxcrcmeexsrn252yhbtqdkw","Introducing Parallel Search Turbo","introducing-parallel-search-turbo","Turbo mode is the fastest and most accurate web search API in the ultra-low price class.","https:\u002F\u002Fparallel.ai\u002Fblog\u002Fparallel-search-turbo","Parallel",[1754],{"id":1755,"name":1756,"slug":1757,"type":21},"entity_01kyxd50ezexsrn25sybhsqm22","Parallel Search","parallel-search",[],1785545372,{"id":1761,"name":1762,"slug":1763,"summary":1764,"url":1765,"kind":10,"platform":11,"author":1766,"authorHandle":1767,"publisher":14,"publishedAt":1768,"about":1769,"writtenBy":1771,"createdAt":1775},"entity_01kyr4pcbdfesse88qxw3b5e0a","Loops You Can Trust","loops-you-can-trust","The best way to manage agents starts with a three minute egg. Suppose you run several restaurants that serve breakfasts to big bursts of morning traffic.","https:\u002F\u002Fx.com\u002Fpoteto\u002Fstatus\u002F2069824386283319343","lauren","poteto","2026-06-24",[1770],{"id":219,"name":220,"slug":221,"type":21},[1772],{"id":1773,"name":1766,"slug":1766,"url":1774},"entity_01kyn0xdb0e4frj4s07004j4ws","https:\u002F\u002Ft.co\u002FXYEyJXb2qp",1785369145,{"id":1777,"name":1778,"slug":1779,"summary":1780,"url":1781,"kind":10,"platform":48,"author":1782,"authorHandle":-1,"publisher":1783,"publishedAt":1784,"about":1785,"writtenBy":1786,"createdAt":1787},"entity_01kz0462ybfzvs16mcgg70rz1t","Hidden Technical Debt of AI Systems: Agent Evaluation Infrastructure","hidden-technical-debt-of-ai-systems-agent-evaluation-infrastructure","Agent evaluation infrastructure is the control plane behind credible agent releases: task suites, traces, state deltas, verifiers, checkpoints, replay, and r...","https:\u002F\u002Fleehanchung.github.io\u002Fblogs\u002F2026\u002F06\u002F13\u002Fhidden-technical-debt-agent-evaluation-infra\u002F","Han Lee","Han, Not Solo","2026-06-13",[],[],1785637047,{"id":1789,"name":1790,"slug":1791,"summary":1429,"url":1792,"kind":10,"platform":11,"author":1793,"authorHandle":1794,"publisher":14,"publishedAt":1795,"about":1796,"writtenBy":1797,"createdAt":1802},"entity_01ky652pf5fk1832p9qc8wg9qb","Hermes Harness Architecture","hermes-harness-architecture","https:\u002F\u002Fx.com\u002Faparnadhinak\u002Fstatus\u002F2060406977357070522","Aparna Dhinakaran","aparnadhinak","2026-05-29",[],[1798],{"id":1799,"name":1793,"slug":1800,"url":1801},"entity_01kyn0wxske4frj4bjax6z5v49","aparna-dhinakaran","https:\u002F\u002Ft.co\u002FVhSQlrxnDI",1784765569,{"id":1804,"name":1805,"slug":1806,"summary":1429,"url":1807,"kind":10,"platform":11,"author":1808,"authorHandle":1809,"publisher":14,"publishedAt":1810,"about":1811,"writtenBy":1812,"createdAt":1813},"entity_01ky652n9efk1832p7f7ctn8sy","Your team needs a unified MCP. 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Skip MCP.","https:\u002F\u002Fmariozechner.at\u002Fposts\u002F2025-11-02-what-if-you-dont-need-mcp\u002F","Mario Zechner","2025-11-02",[2068],{"id":425,"name":426,"slug":427,"type":21},[2070],{"id":2071,"name":2065,"slug":2072,"url":2073},"entity_01kzwnx1wsfvj8medz6gvgbsya","mario-zechner","https:\u002F\u002Fmariozechner.at",1786595034,{"id":2076,"name":2077,"slug":2078,"summary":2079,"url":2080,"kind":10,"platform":48,"author":2081,"authorHandle":-1,"publisher":2082,"publishedAt":-1,"about":2083,"writtenBy":2087,"createdAt":2088},"entity_01kzwc97z9eh08tndd90xczz5a","AI Broke Code Review and It's Breaking Your Team","ai-broke-code-review","Individuals are going fast with AI but the team as a whole is not. 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