A developer amplified Microsoft’s open-source tgrep (github.com/microsoft/tgrep): trigram-indexed regex search for large codebases with a client/server design and file watcher for millisecond lookups; the post says Copilot CLI already uses it internally to cut agent repo-scan cost.
AI Research
Inferact (@inferact) announced a Google Cloud partnership to make TPU first-class in vLLM: one engineering roadmap for production serving/kernels, a native PyTorch path via TorchTPU, and day-0 frontier-model support, plus a community program with shared TPU capacity and maintainer review — all open source.
Gentleman Programming shipped gentle-ai v2.8.1–v2.9.0 and gentle-pi v2.6.1–v2.6.3. Highlights include Claude Code runtime telemetry that attributes models by public family patterns, OpenCode SDD/reviewer relay semantic decoding, and opt-in RTK as a community tool (attested install to ~/.local/bin/rtk, configures only selected agents, telemetry off by default; Windows unavailable). gentle-pi adds subagent_reconcile so a parent can reconcile uncertain acquire/settle remediations without launching an actor or exposing tokens.
OpenFang (@openfangg / RightNow-AI) open-sourced an Agent Operating System that gives agents tools, memory, automation, and an environment for research, browser tasks, scheduled workflows, and real-world automation — framed as AI that works, not just talks. Repo: github.com/RightNow-AI/openfang.
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