AI Coding & Developer Tools
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Claude-Replay Turns Your Anthropic Claude Code Sessions Into Shareable Video-Like Replays
Claude Code now accounts for 4% of all GitHub commits — and that number is climbing fast. But here’s the thing nobody talks about: every single Claude Code session generates a detailed JSONL transcript stored locally on your machine. Hundreds of sessions, thousands of lines of prompts, tool calls, thinking blocks, and outputs — all… Continue reading
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notebooklm-py: The Unofficial Python SDK That Finally Gives Google NotebookLM a Real API
Google NotebookLM is one of the most popular AI research tools out there. Millions of people use it to upload documents, generate podcast-style audio summaries, and chat with their sources. But there’s been one massive frustration since day one: no public API. If you wanted to automate anything — bulk-upload sources, generate audio overviews programmatically,… Continue reading
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Anthropic Just Launched Code Review in Claude Code — And 54% of PRs Now Get Real Feedback
AI is writing more code than ever. Anthropic’s own engineers saw their code output jump roughly 200% year over year. But here’s the catch: someone still has to review all that code. Human reviewers can’t scale at the same rate, and the result is a growing gap between code produced and code properly checked. That’s… Continue reading
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mcp2cli: The Tool That Cuts MCP Token Costs by 99% Just Hit Hacker News
If you’ve been building with MCP (Model Context Protocol) servers, you already know the pain: every tool schema gets injected into your LLM’s context on every single turn, whether the model uses those tools or not. With 30 tools, that’s roughly 3,600 tokens burned per turn doing absolutely nothing. Scale that to 120 tools over… Continue reading
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SWE-CI Exposes What AI Coding Agents Still Can’t Do
There’s been a lot of chest-thumping lately about AI coding agents solving real-world GitHub issues. SWE-bench scores keep climbing, and every new model launch comes with claims about “state-of-the-art” issue resolution rates. But here’s the thing — fixing a single bug in isolation is very different from maintaining a codebase over months. [SWE-CI](https://arxiv.org/abs/2603.03823) is a… Continue reading
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Agent Safehouse: Finally, a Dead-Simple Way to Stop AI Agents From Roaming Your Mac
If you’ve been letting Claude Code, Codex, or Aider run loose on your machine, you’ve probably had that moment — the one where you realize your coding agent has full access to your SSH keys, your `.env` files, and every repo on your system. It’s a weird feeling, like handing your house keys to a… Continue reading
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P0 (bepurple.ai) — Finally, an AI Coding Agent That Actually Ships Whole Features
There’s a growing gap between what AI coding tools promise and what they actually deliver. Most of them are great at autocompleting a function or generating a single file, but ask them to build a real, multi-file feature across a codebase and things fall apart fast. That’s exactly the problem [P0 by Purple AI](https://www.bepurple.ai/) is… Continue reading
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