126 articles
ZCode is Z.ai's free desktop agentic development environment built around GLM-5.2. Here is the developer setup, pricing breakdown, and how it compares to Claude Code and Cursor.
A controlled study of 660 Claude Code trials shows clean codebases reduce token usage by 7-8% and file revisitations by 34%, while pass rates stay the same. Traditional maintainability principles still matter in the age of AI coding.
A new SonarSource study finds clean code doesn't boost agent pass rates - but it cuts token usage by 8% and file revisitations by 34%. Here's what that means for your codebase.
OpenAI teases its most capable coding model yet - Sol Ultra uses trained subagents that communicate during tasks, reportedly hitting 91.9% on Terminal-Bench 2.1.
GPT-5.6 Sol dropped on June 26, 2026 as a limited preview with government-imposed access restrictions. Here is what developers need to know about the three-tier Sol/Terra/Luna model family, pricing, availability timeline, and how to prepare your codebase for GA.
The Program-as-Weights paper is a useful signal for developers: some LLM calls may move from per-request API prompts into compact local artifacts that behave like reusable fuzzy functions.
Dan Luu's new agentic coding essay is not another vibe check. It is a useful reminder that coding agents only compound when the test loop, review loop, and task-selection loop are stronger than the code generator.
A Show HN project claims large agent-cost cuts by rendering bulky context as images. The useful lesson is not the trick itself. It is that compression needs evals, byte-safety rules, and per-request accounting.
We rebuilt and replatformed this site in a day by running a fleet of AI agents in parallel. Here is the honest operating model - the ownership rules, the verification gate on every handoff, and the failure modes we hit, with the guardrail each one produced.
We retired the playful cream-and-pill design system for a hard-edged neutral, Vercel-inspired contract, and rebuilt the whole site in a day by coordinating parallel AI agents. Here is the design direction, the constraints we picked, how it was built, and what is next.
The Godot Foundation has established a policy banning autonomous AI agent code and substantial AI-generated contributions, citing reviewer burnout and concerns about maintainer mentorship.
Grok Build is xAI's agentic CLI with 8 parallel subagents, a plan-first workflow, and Arena Mode for competing outputs. Installation, pricing, real commands, and how it compares to Claude Code and Codex.
AI-assisted development generates PRs faster than humans can review them. Here are the tools that help - CodeRabbit, DeepSource, Greptile, and others compared on pricing, platform support, and security capabilities.
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