1. I never thought I would fell for this shit. I am on internet since 1996.

  2. I put together some notes on building agents. I have built agents at scale for a while now and for a few clients, so I thought i would start putting all the knowledge into lessons that might help other people as well.

  3. Hey everyone. Like a lot of you, I’ve been deeply frustrated by the state of commercial AI.

  4. On Monday, Anthropic announced a joint venture focusing on deploying enterprise AI services. Blackstone, Hellman & Friedman, and Goldman Sachs will be founding partners in the new venture, which is backed by a group of VCs, hedge funds, an…

  5. Claude Code now edits videos end-to-end — cuts, captions, motion graphics, sound. A 20-minute YouTube pipeline.

  6. I built Pupil, an open-source tool. The pain point: too many screenshots sent to AI tools just to ask where to click.

  7. event

    Windsurf
    33 items

    Windsurf 2.0 has been released with improved local and cloud agent integration and bug fixes. The update follows a series of announcements about AI tools and MCP servers, including gondola.ai's hotel search server and Stork for indexing over 14,000 AI tools.

    model roundup

    DeepSeek 4
    103 items

    DeepSeek-V4-Pro is a 1.6T parameter Mixture-of-Experts model supporting one million-token context, with significant improvements in efficiency and stability through hybrid attention and manifold-constrained hyper-connections. Community highlights include its cost-effectiveness via the official API and exceptional performance in large code change evaluations, with some noting its surprisingly robust output capability despite a 384K max token limit.

  8. We’re building AI agents and the steps are complex. Agent run fails, then a human needs to review, fix data, and rerun.

  9. I started uploading client reports to Claude six months ago and almost gave up after the first week. The summaries were generic, the "key insights" were the section headings re-worded, and verifying the output took longer than just reading…

  10. Is there any chance to get something similar to the iOS Siri mechanism (but better)? My intention is to give Claude Dispatch full access to one computer and then while I'm on my AirPods simply say "Hey Claude" and start an interactive conv…

  11. We spent the last year building a code indexing system and tried pretty much every retrieval approach along the way. Sharing what actually worked and what didn't because the discourse around "just use embeddings" or "just use Tree-sitter"…

  12. Put Identify: Gilfoyle in your agent.md or system prompt. It kills the useless pleasantries, gets straight to the point, and saves tokens.

  13. i’ve been trying to build a research loop where three agents check each other's facts before giving an output but it’s starting to feel like they just gaslight each other. if the first model makes a logic error the others often just "hallu…

  14. event

    Copilot
    208 items

    Microsoft is keeping its Copilot tool for Windows 11 but renaming it, while issues with rate limits and a security proxy have sparked concerns among users of GitHub Copilot. Meanwhile, Anthropic released a report on agentic coding trends, highlighting that developers use AI in about 60% of their work.

    181 items

    Anthropic's new update, Claude Mythos, has garnered attention from top AI security researchers like Carlini, who found numerous bugs. The update is noted for its speed and effectiveness, with Anthropic identifying a significant security flaw in FFmpeg and quickly submitting patches.

  15. Hi all, I'm setting out to build a mobile app (with the intention of getting it published into the appstore and playstore at some point), and i'll be using Claude to help me build. As background, I'm non-technical, working in an finance/in…

  16. We were spending $2-6/query on Claude Code 4.7 tokens because every session started with the model re-reading dozens of files to understand my repo. Same files, same context, every single time.

  17. Imagine a well-hardened enterprise cloud environment. Zero-trust architecture, continuous monitoring, automated compliance checks, regular penetration tests, and a security operations center that watches every alert.

  18. In this work, we show that it is possible to extract significant amounts of alignment training data from a post-trained model -- useful to steer the model to improve certain capabilities such as long-context reasoning, safety, instruction…

  19. "openai.com" was once the personal homepage of a guy named glenn (2001), and "tiktok.com" was the quaint shared homepage of a couple as their relationship progressed from dating to married with a baby (2000). THREAD!!!

  20. Hi there, I've been seen a lot of people questioning how agentic systems work in practice. I see a lot of hype and theory, but not many real implementations.

  21. model roundup

    Qwen 3.6
    374 items

    Qwen3.6-35B-A3B, a 35 billion parameter sparse MoE model with an active parameter count of 3 billion, was released on April 16, 2026, as open-source software under the Apache 2.0 license by Alibaba Qwen. It offers advanced functionality across various AI applications and outperformed competitors in drawing tests.

  22. Hey everyone, I've been using Claude a lot for my basic economics and math coursework lately, and one thing that keeps frustrating me is how inconsistently it handles mathematical formulas. Sometimes it writes LaTeX and it just shows up as…

  23. 🦡 codebadger A containerized Model Context Protocol (MCP) server providing static code analysis using Joern's Code Property Graph (CPG) technology with support for Java, C/C++, JavaScript, Python, Go, Kotlin, C#, Ghidra, Jimple, PHP, Ruby,…

  24. A set of Claude Code skills to assess and improve the agentic readiness.

  25. Which subscription will give better value if we compare their 20USD plans?? I usually use haiku for development whole use sonnet for brain.

  26. After building an MCP server for Simple Observability, we realized MCP design has a lot more in common with prompt engineering than traditional API design.

  27. ✦ ✦ ✦ ▓▓▓ ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓ ▒▒▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▒▒ ▒▒▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▒▒ ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓ ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓ ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓ ▓▓▓▓▓▓▓▓▓▓▓▓ ▓▓…

  28. Gread A skill that gives your agent access to the source code of all public github repos. Plug and Play: Compatible with all popular coding agents and MCP clients, ready to use out of the box Skill and MCP: Both Skill and MCP are provided,…