Coding & agents𝕏
Jason ✨👾SaaStr.Ai✨ Lemkin
@jasonlk"Feeling behind on agents? There's one way to catch up: pick one agent, and truly deploy it yourself. For real. Into production. Into your org. Yourself." https://t.co/5g0zQx1ixv
Weekly perspective & original posts
AI Coding & Agents
Improve how you give agents context, break down tasks, test changes, and ship software.
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Page 6 of 32627 posts · Page 6 of 32
October 14, 2026
Coding & agents𝕏
Visual Studio Code
@code🚀 The latest @code release brings interactive canvases for agent workflows, chat handoffs without losing context, and new ways to edit Markdown. 🧵 Here’s what’s new: https://t.co/kOo0CVRtEm
Coding & agents𝕏
LangChain
@LangChainHow do agents remember? The longer an agent runs, the more it takes in (instructions, tool results, files, and drafts), which results in decreased accuracy and reasoning. Read how LangChain's Deep Agents harness addresses this by moving context out of the active window without deleting it ⤵️
Coding & agents𝕏
Cognition
@cognitionPylon tickets now get fixed automatically by Devin New Devin customers on @usepylon also get $15,000 in credits to get started Join our webinar to see it in action https://t.co/UNwDFgYwWJ https://t.co/7vuzPQXFvt
Coding & agents𝕏
Visual Studio Code
@codeLet VS Code Handle Your Pull Request for You? See how the Agents window creates a PR with an automatically drafted title and description, then lets you review checks and track progress in one place. Agent Merge can monitor reviews and CI, resolve conflicts, keep your branch in sync, and merge automatically—with fine-grained control over when it acts. 👉🏽 https://t.co/jdaoDa8Yz1
Coding & agents𝕏
swyx
@swyxbeautiful essay in this morning’s newspaper from Ben - read all about it https://t.co/4RhCFvHt6Q https://t.co/8H8qbQVpna
Coding & agents𝕏
LangChain
@LangChainClaude Platform traces can now be sent to LangSmith through OpenTelemetry. Export from Claude Managed Agents, the Messages API, or the Claude SDKs with native OTel support. Traces show up in LangSmith so you can inspect every step and improve agent performance. It’s available now in public beta. Docs: https://t.co/DNRGAO4t1E
Coding & agents𝕏
swyx
@swyxthis is what talent density means at @aidotengineer - @SydneyScouts runs speakers at AIE!! https://t.co/QSZJ5fwgUD
Coding & agents𝕏
LlamaIndex 🦙
@llama_indexThere are more document parsing models than ever, and they’re getting harder to tell apart. That’s why we built OpenDocRouter. Every model we serve is benchmarked on ParseBench, with latency and cost per page tracked next to accuracy, so you can compare them side by side and choose based on what your documents need. Failed pages are free and new accounts start with $5 in credit. Try it at https://t.co/sXXygu3fPL!
Coding & agents𝕏
LangChain
@LangChainHow @OrangeBusiness evaluate agents in their enterprise AI platform: ✅ RAG quality: golden datasets, retrieval recall, answer faithfulness ✅ Agent behavior: tool selection accuracy, prompt injection robustness ✅ Production traces: latency, cost, failed runs, human feedback All in LangSmith, with regression evals before changes reach production, and LangChain for model neutrality & portability https://t.co/6335TKfipN?
Coding & agents𝕏
GitHub
@github⭐ We shaped our new repo star history API around production evidence and maintainer feedback. Now it provides trends without returning individual identities or requiring unbounded database work. The practical engineering tradeoffs that made it happen ⬇️ https://t.co/WJ18vkYmdO
Coding & agents𝕏
GitHub
@githubPsst, pass it around: We have a new and improved badge for GitHub Universe 2026 ✨ Grab your in-person pass and secure a badge. Can't make it? Sign up to join us virtually. ⬇️ https://t.co/D4axC8Oecn https://t.co/Jq3FFdcyQf
Coding & agents𝕏
GitHub
@githubCake is always open source #NationalDessertDay https://t.co/rPMXEW3gHJ
Coding & agents𝕏
Visual Studio Code
@code🔎 Explore everything that's new in the full release notes: https://t.co/n3iELLVLbW Happy coding! 💙
Coding & agents𝕏
Visual Studio Code
@code🛡️ Give your organization more control over agent permissions in @code Enterprise admins can enforce sandboxing policies and control which permission modes developers can use, including allowing Assisted Approval while blocking Allow All. https://t.co/oV6XLhEYn3
October 13, 2026
Coding & agents𝕏
Cursor
@cursor_aiGemini 4 Argon is now available in Cursor! It scores 52.8% on CursorBench at default effort, on par with Opus 5.5. Priced at $2/M input and $10/M output tokens. https://t.co/1wOk4NvgFJ
Coding & agents𝕏
Cursor
@cursor_aiOrigin, Cursor’s code hosting platform, now supports over 20 integrations. Connect your repos to tools for CI, deployments, code review, security, monitoring, and project management. https://t.co/Xq8LpS6Fa7
Coding & agents𝕏
Argona
@Argona0xhttps://t.co/XkfsgqCUug
Coding & agents𝕏
Cognition
@cognitionGemini 4 Argon is now available in Devin Desktop and CLI. On FrontierCode 1.1, Gemini 4 Argon scores 60.5%, making it the highest performing Gemini model on the leaderboard. Through October 27th it is available at 75% off for Devin users. https://t.co/rBP2Jtpkh1
Coding & agents𝕏
swyx
@swyx🆕 How to Kill Your SaaS https://t.co/A0F60h1DcQ A lot of people talk about the death of SaaS but mostly in theoretical terms. We took a real $43,000/year SaaS we use and launched a global hackathon to clone it in a weekend, with both AI and REAL HUMAN evals, using any models any harness. 72 submissions, a lot of manual evals and ~100B tokens later, here are the results In this special @latentspacepod edition we share the data collected, what's still hard about killing nontrivial, midtier SaaS, and reveal the winners of the $10,000 Kill My SaaS contest with qualitative interviews!