6 min read
Require Evidence for AI-Generated Code
Use explicit acceptance criteria, test results, risk-based review and production feedback before accepting AI-generated changes.
Blog posts tagged
SOFTWARE ENGINEERINGPage 3
7 min read
Why Single Agents Often Beat Multi-Agent Systems
Why many apparent multi-agent gains are really test-time compute gains, and when extra agents are still worth the complexity.
10 min read
The Automation Avant-Garde
When machines master the ordinary, humans are freed to pursue the extraordinary. From photography to AI music to vibe coding, the same pattern repeats.
6 min read
We Gave AI the Keys to Production. Now What?
AI coding tools and autonomous agents are shipping faster than the guardrails meant to govern them. Here is where the risks are and what thoughtful adoption looks like.
16 min read
AI agents in monorepos: what to configure differently from a single-product repo
A practical guide to running AI coding agents safely and efficiently in a monorepo, including the wins, the configuration changes, and the common failure modes.
3 min read
AI Coding Divides Engineers Over Trust and Ownership
Engineers judge AI coding differently because its value depends on tests, review capacity, code ownership and how teams develop technical skill.
8 min read
Why Agile Teams Still End Up Doing Waterfall
Why many teams use agile tooling and ceremonies but still deliver in large, slow, phase-gated batches, and how to get back to real fast-feedback delivery.
6 min read
Never Roll Back, Always Fix Forward
Why fix-forward is usually safer than rolling back when deployments touch databases, background jobs, and other non-idempotent state.