News
DIY Multi-Agent Setups: vs. Intent: Build or Buy for Agent Orchestration
1+ week, 4+ day ago (1113+ words) DIY vs Intent for agent orchestration: failure modes, cost breakdown, and decision framework....
Cursor for Spec-Driven Development: Features & Gaps
1+ day, 15+ hour ago (731+ words) Cursor is a strong execution environment for spec-driven development but a poor SDD system. It can consume specs and generate code from them, but it provides no native spec lifecycle management, no structured spec-to-task traceability, and no enforcement that agents…...
Claude Code for Spec-Driven Development: Capabilities and Limits
5+ day, 2+ hour ago (1395+ words) Claude Code can support spec-driven development because CLAUDE. md persists project instructions across sessions, but it does not provide native drift detection, robust multi-agent coordination, or guaranteed spec compliance. Spec-driven development with Claude Code uses structured markdown files, primarily CLAUDE....
claude-mem hits 65. 8 K stars as a persistent memory plugin for Claude Code
6+ day, 15+ hour ago (657+ words) One of the most consistent complaints I hear from developers using AI coding tools is that they forget everything between sessions. Every new conversation starts cold. You re-explain the project structure, the recent decisions, the ongoing bugs, and then do…...
Everything Claude Code hits 163 K stars: what developers should know
1+ week, 2+ hour ago (805+ words) I've watched the Everything Claude Code repo grow from a hackathon project into one of the most-starred repositories on Git Hub, and the trajectory makes sense. Everything Claude Code (ECC) solves a problem every team hits once they start taking…...
A good AGENTS. md is a model upgrade. A bad one is worse than no docs at all.
1+ week, 1+ hour ago (1307+ words) We pulled dozens of AGENTS. md files from across our monorepo and measured their effect on code generation. The best ones gave our coding agent a quality jump equivalent to upgrading from Haiku to Opus. The worst ones made the…...
Intent Pricing: Credits, Models & True Cost per Dev
1+ week, 2+ day ago (1198+ words) The rest of this guide maps each failure mode to a concrete lever. Plan selection, pooling behavior, per-agent model routing, BYOA economics, and the break-even math between Standard-plus-top-ups and Max each get their own section. Pricing and product figures come…...
Steve Yegge's 8 Levels of AI Development: Where's Your Team?
1+ week, 2+ day ago (1375+ words) The 8 levels of AI-assisted development, as defined by Steve Yegge, map a spectrum from zero AI usage through autocomplete and chat assistants to full agent orchestration, with each level representing a distinct shift in developer trust, tooling, and daily workflow....
Coordinator-Implementor-Verifier Pattern for Dev Teams
1+ week, 2+ day ago (447+ words) The engineering response is better architecture. A plan-execute-validate pattern appears in research and practitioner discussions, including Megagon Labs' Veri MAP framework for verification-aware multi-agent planning. Intent operationalizes the pattern inside a developer workspace where agents share a living spec, run…...
Kiro CLI vs. Auggie CLI (2026): Spec-Driven Terminal Agents Compared
1+ week, 4+ day ago (1390+ words) Kiro CLI is positioned for spec-driven terminal workflows, while Auggie CLI appears stronger for cross-repo context awareness and teams working across multiple repositories and model-integrated workflows. Kiro CLI 2. 0 resolves the headless authentication gap that previously blocked CI/CD use, so…...