Jun 30, 2026 · Shingo Nakamura · AI
Coding agents can edit your repo but choke the moment you ask them to read a tweet, a YouTube transcript, or a Reddit thread. Agent Reach is a capability layer that picks, installs, health-checks and routes the best free backend for each platform — what it is, how the backend-routing works, and the real risks (account bans, vibe-coded code, China-centric coverage).
claude-codeagentsweb-accessscraping
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Jun 28, 2026 · Shingo Nakamura · AI
Headroom sits between your AI agent and the model, compressing tool outputs, logs, RAG chunks, files and history before they cost you tokens — reversibly, and locally. What it is, how the router-plus-compressors design works, what its self-reported benchmarks actually show, and the honest costs.
claude-codellmtokenscontext
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May 26, 2026 · Shingo Nakamura · AI
Claude-Mem is an open-source plugin that gives Claude Code memory across sessions by capturing what the agent does, compressing it into structured observations, and re-injecting the relevant slice next time. What it is, how it works, real reviews, and its honest tradeoffs.
claude-memclaude-codememorycontext-engineering
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