Engineering Atlas — Articles

The article corpus behind the Software Engineering Practice Atlas: 5,172 crawled engineering reports — blog posts, incident reports, and talks from named sources like Hacker News, The Pragmatic Engineer, Cloudflare Blog, ByteByteGo, Martin Fowler, and Simon Willison — exposed as a filterable feed.

Each report is classified along three axes. Outcome (exactly one per report): Win (1,620), Migration (130), Lesson (2,734), Outage (566), Postmortem (122). Phase (multi-valued): Process (1,049), Requirements (906), Design (1,700), Development (520), Testing (575), Releasing (249), Operation (481), Maintenance (163). Quality attribute (multi-valued): Correctness (2,981), Reliability (1,649), Performance (984), Scalability (763), Security (550), Maintainability (1,286), Operability (745), Usability (819), Cost (1,204), Compliance (561).

Every entry carries its source, age, reading time, title, a one-line summary, phase and quality-attribute tags, and a "Relates to" list that wires the article to the atlas's concept cards — turning a pile of articles into a browsable graph rather than a list.

The distribution is telling: lessons outnumber every other outcome, and correctness is the most-tagged attribute. This is the evidence layer beneath the atlas's synthesized (AI-generated) practice cards — the human-written source material the cards are distilled from, and the "verify before you rely" escape hatch.