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GitHub describes Ref-CAS, virtual replicas and Azure Blob Storage, a rebuild of Git storage for coding agents that it says leaves Git itself unchanged.
audiotale.net team7 min read
Ghostty's terminal-emulation core is now a stable, MIT-licensed C library. JetBrains has already switched its IDE terminal to it, with a switch-back setting if something breaks.
audiotale.net team6 min read
A Revolut infrastructure lead told AI Engineer that self-hosting open-weight models cut coding inference costs by about 90 percent; the reports disagree on the model.
audiotale.net team6 min read
The Go team says encoding/json/v2 and jsontext are generally available in Go 1.27, with stricter defaults and unmarshal gains of up to 10x in its benchmarks.
audiotale.net team7 min read
Hugging Face proposes pinned, shrunk model fixtures that run on cheap CPUs for every pull request, after a UMT5 regression went unnoticed from 30 July to 28 September 2026.
audiotale.net team7 min read
A tampered Anthropic.claude-code 2.1.313 tried to plant an SSH backdoor for about 11 hours on 29 October. Here is how to check, clean up and what is still unknown.
audiotale.net team8 min read
GitHub made Copilot Fusion generally available at Universe and published Octoverse 2026, saying it added 4 million CPU cores to cope with AI agent load.
audiotale.net team5 min read
Microsoft and Meta announced the Type Server Protocol on 21 October 2026, letting VS Code's Pylance use Pyrefly instead of Pyright; here is how it works and how to enable it.
audiotale.net team6 min read
The experimental compiler, built with the TypeScript team's cooperation, claims up to 8x faster checks and about 70% less memory than TypeScript 7.0 at equal workers; the figures are the project's own.
audiotale.net team8 min read
A step-by-step guide to prefix caching for LLM requests: what it costs, where to put breakpoints, what breaks it, and how to measure your hit rate.
audiotale.net team7 min read
Cloudflare says its AI code reviewer's average cost fell from $2.43 to $0.77 and its median time from 4m 09s to 1m 32s; the biggest saving came from a prompt-cache fix.
audiotale.net team9 min read
OpenCode maker Anomaly Innovations says an attacker reached a legacy system holding third-party OpenAI and Anthropic keys; users should rotate any key saved in a Console workspace.
audiotale.net team6 min read