Claude Fable 5 Review: 80% SWE-Bench Pro, but Read the Fine Print
Claude Fable 5 hits 80.3% SWE-bench Pro and 29.3% FrontierCode Diamond. It also costs 2x Opus 4.8, retains your data 30 days, and silently falls back.
Posts
Gemini 3.5 Flash vs Claude Haiku 4.5 vs MAI-Code-1-Flash for Coding
Gemini 3.5 Flash vs Claude Haiku 4.5 vs MAI-Code-1-Flash — SWE-bench scores, token costs, and which flash model actually writes better code in 2026.
OpenCode vs Claude Code vs Cursor: Real Costs and Tradeoffs (2026)
OpenCode (free, 75+ models) vs Claude Code ($20/mo, best SWE-bench) vs Cursor ($20/mo, IDE-native). Real pricing, benchmarks, and which one wins for your stack.
Devin Desktop Review: What Actually Changed When Windsurf Died
Windsurf became Devin Desktop on June 2. Cascade dies July 1. Here's what the rebrand, Devin Local, and ACP support mean after a week with the new IDE.
Project Glasswing: 10,000 Critical Bugs Found by an AI Nobody Can Use
Claude Mythos found 10,000+ critical bugs in 8 weeks. Inside Project Glasswing — real numbers, the patching crisis, and why Anthropic won't release the model.
Agent Client Protocol (ACP): Connect Any AI Agent to Any Editor
Set up Claude Code, Gemini CLI, or Codex in JetBrains and Zed via ACP — the open protocol that decouples AI coding agents from editors. Step-by-step configs.
AI Replacing Junior Developers: What the 2026 Employment Data Shows
Junior developer employment fell 20% since 2024 while ML engineer openings surged 59%. Stanford, BLS, and Forrester data on who's being cut and what works.
uv Python Tutorial: Build a CLI Tool From Scratch
Step-by-step uv tutorial: create a real Python CLI project, manage deps, run tests, lint with ruff, build a wheel, and ship it in Docker — from scratch.
GitHub Copilot AI Credits: Token Costs, Real Math, and Who Pays More
GitHub Copilot switched to AI credits on June 1. Token math per model, real session costs, and whether your $10/month Pro plan still makes sense.
Claude Code Hooks: Build 5 Production Hooks From Scratch
Build 5 real Claude Code hooks step by step — auto-format, command blocker, AI linter, test runner, and context injector. Full configs and scripts included.