📰 Dev.to · Jeremy Longshore

Building a test corpus with clean/nasty fixture taxonomy, golden file regression tests, and fuzz testing for a DXF comparison engine.

Two releases in one week: Docker Node 22 LTS upgrades across 7 services, an interactive README overhaul, and strategic research on Automaton integration.

cad-dxf-agent becomes IntentCAD. Multi-user auth, intent routing, region Q&A, repeated-condition detection, and diff hardening — five EPICs shipped in a single

A candid look at 18 days of engineering output: 255+ commits across 12 projects, from blockchain infrastructure to CAD agents to auth debugging.

Four PRs, 5000+ lines, 1875 tests. How to compare two versions of an engineering drawing when the coordinates might be slightly different.

Replacing scattered CSS values with design tokens and realigning the SKILL.md validator with Anthropic's official spec. Two unglamorous changes that prevent rea

How I Built a Production-Ready Research Tool That Outperforms Anthropic's Solution

How to solve the context loss problem in AI agent workflows using git-based task persistence. A deep dive into implementing beads for post-compaction recovery w

Watch how Claude Code analyzes a complex analytics codebase and creates comprehensive documentation in real-time. Learn the process of building AI-friendly proj

A brand-new MCP plugin that triages X/Twitter bug reports shipped 10 epics, 13 releases, 89 tests, and 4 extracted sub-agent skills in a single day. Plus three

How REST API auth plus IndexedDB injection unlocked 58 production E2E tests for cad-dxf-agent, while claude-code-slack-channel went from zero to v0.1.0 with CI

How I built a local-first desktop application that lets a structural engineer edit 2D DXF drawings with natural language prompts — from DXF parser to LLM planne

How I built a policy-enforced execution layer for AI agents with HTTP proxy allowlists, IRSB on-chain receipts, and 117 integration tests — plus the CI saga tha