New7 min read
GVS5H: Can Qwen3.8-27B Match Fable 5 on Coding?
GVS5H claims five Qwen3.8-27B instances match Fable 5 on LiveCodeBench Hard. What the harness does, why Hacker News doubts the benchmark, and what to copy.
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CODING AGENTS
34 articles
LATEST
CleanYourTV: Debloat Your TV With Claude Code, Safely
CleanYourTV is a prompt plus scripts that has Claude Code strip ads and telemetry from an Android TV over Wi-Fi. What it does, where it breaks, and a safe-run checklist.
•7 min read
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New7 min read
Flint on Ollama: Best Local Coding LLM for Claude Code?
Recursive's Flint is a 40B open-weight coding model with 2.5B active parameters. How to run it on Ollama and point Claude Code at it, plus the benchmark caveats.
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New7 min read
OpenCode Hacked: What the Console Breach Means for Your API Keys
OpenCode disclosed a breach of its Console that may have exposed provider keys. Who is affected, what to rotate today, and why hosted key gateways are the real risk.
5 min read
What Is an Agent Harness? A Developer's Map for 2026
An agent harness is everything around the model: loop, tools, context, sandbox. How Pi, DeepSeek, Codex and Claude Code differ, and how to choose.
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6 min read
Pi 1.0 Release Guide: MCP, Codemode and Pi Durable
Pi 1.0 adds built-in MCP through Codemode, a fullscreen TUI by default and Pi Durable. What changed, how to install it, and what breaks on upgrade.
8 min read
Diffs vs Whole Files: What Code Editing Agents Should Rewrite
Diffs vs whole files for code editing agents: a paper finds full-file generation beating diff edits on Flutter/Dart tasks. The lesson: route by task locality.
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7 min read
Coding Agents Tripled PRs. Total Dev Time Still Went Up
Linear's 2026 data shows coding agents tripled weekly PRs for connected teams, yet total product-development time rose. What it means for engineering leads.
9 min read
fx in Practice: Setup, Scripting, and Subagents
Vercel Labs' fx setup guide: install the Zig binary, pick one of three sign-in routes, script it with fx ask and JSON output, and run subagents from the CLI.
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9 min read
fx Deep Dive: Inside Vercel's Tiny Native Coding Agent
fx is Vercel Labs' experimental coding agent in Zig, a roughly 6 MiB native binary built to embed anywhere. Its surfaces, providers, guardrails and tradeoffs.
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9 min read
fx vs pi: Is Minimal the New Big for Agentic CLIs?
fx vs pi compared: two minimal agentic CLIs that minimize opposite things - pi refuses features, fx shrinks bytes. Who each one is actually for.
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10 min read
pi Deep Dive: The Minimal Architecture Behind 95,000 GitHub Stars
pi coding agent toolkit deep dive: five packages, branching JSONL session trees, four run modes, and why it refuses to build sub-agents, plan mode or MCP.
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7 min read
GitHub's August 17 Outage: Agent Fleets Need a 4-Hour Local Fallback
GitHub's August 17 outage ran 7 hours 47 minutes across PRs, Actions, APIs and Copilot. Why coding agent fleets need a four-hour local fallback.
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