AI CODING

8 min read

Z.ai shipped GLM-5.2 on June 13 with a usable 1M-token context window, two thinking-effort levels, and MIT open weights coming soon. Here is the setup guide for Claude Code, pricing breakdown, and what to test before the benchmarks arrive.

8 min read

Kimi K2.7-Code is Moonshot's open-source 1T parameter coding model with 30% fewer reasoning tokens than K2.6. Here's how to set it up with Claude Code, pricing breakdown, and honest benchmark analysis.

10 min read

Kiro is AWS's new agentic IDE built on spec-driven development. Amazon Q Developer support ends April 2027. Here is what Kiro does differently and how to migrate.

8 min read

Fable 5 lists at $10/$50 per million tokens - twice Opus 4.8. But list price is the wrong number. Here is the cost-per-outcome math that actually decides whether the upgrade pays.

9 min read

Anthropic shipped Fable 5 and a June 22 subscription cliff. OpenAI shipped GPT-5.5 inside Codex plus automations, browser use, and computer control. Here is the honest June 2026 update on which tool fits which developer.

7 min read

Fable 5 launched June 9 at 2x GPT-5.5's price with a 22-point SWE-Bench Pro gap. Here is the decision framework for choosing between them.

8 min read

SWE-Bench has an 81% false-positive problem. FrontierCode replaces it with mergeability as the metric - and the scores are sobering for every AI coding tool on the market.

7 min read

Running multiple Claude Code agents on the same repo causes branch collisions and stash chaos - git worktrees fix this by giving each agent its own isolated directory while sharing one Git history.

7 min read

GitHub Copilot switched to AI Credits billing on June 1 - here is what the change means for your team's budget, how Copilot Max fits in, and how costs compare to Claude Code and Codex.

7 min read

Microsoft unveiled seven in-house MAI models at Build 2026, including MAI-Code-1-Flash now shipping in GitHub Copilot. Here is what the MoE architecture, training data, and Copilot rollout mean for your team's toolchain decisions in H2 2026.

8 min read

Windsurf is now Devin Desktop, owned by Cognition after a turbulent 2025 acquisition saga. If the ownership shuffle has you reconsidering your tooling, here is a step-by-step guide to moving your workflow to Claude Code.

8 min read

A Hacker News thread on config files that run code points at the next AI coding risk: agent hooks, skills, and editor rules need review like executable dependencies.