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Markets2026-09-25 · source-backed
Wand is a Helm-installed optimizer that changes CPU and memory allocation on live clusters as demand shifts, with no thresholds to manage. Terms undisclosed. (groundcover) The framing is observability moving to software that acts on production, which squeezes standalone FinOps and rightsizing tools that stop at a recommendation. Every "we tell you what's wrong" product is going to face this question.
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v0.1.117, tagged August 28 one day after v0.1.116 and pushed again today, is an MIT-licensed Rust tool that turns Claude Code, Codex or OpenCode into research agents that propose an idea, change code, launch an experiment and inspect evidence in a loop. Each run gets an isolat...
Blaizzy/nativ (1,163 stars, Swift, MIT, macOS 26+) comes from the mlx-vlm author and bundles that server into a SwiftUI app that discovers MLX models already in your HF cache. It exposes OpenAI-compatible chat, Responses, image, audio and model endpoints plus Anthropic Message...
A 29-star MIT terminal UI organizes coding-agent sessions into a hierarchical tree grouped by project, each session in its own tmux pane so agents keep working after the manager closes. Tracks working, waiting, finished, errored, idle, and dead states, supports spacebar quick-...
codeburn (7,750 stars) is a terminal dashboard tracking where your AI coding dollars go across all three tools. Per-tool cost observability is becoming its own category, and it lands right alongside KPMG's finding that only 26% of companies have full visibility into AI spend....
PR #26062, "server: support MCP stdio," by ngxson, merged into ggml-org/llama.cpp on July 25 (r/LocalLLaMA). It landed alongside #26061 (vendored subprocess.h, merged July 24) and pwilkin's #26075 integration-and-tests PR. Until now, llama-server's web UI could only talk to MC...
Microsoft's July 23 release targets a genuine gap: harness-based agents like Claude Code and Codex drive multi-turn reasoning, tool use, and external system access but were hard to train end-to-end with standard open RL infrastructure. The trick is decoupling training from inf...
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