#Engineering Leadership

Tagged with "Engineering Leadership"

Technology Jul 8, 2026 6 min read

Loop Engineering: Why AI Coding Agents Need Architecture, Not Just Prompts

AI coding agents become useful in production when teams design feedback loops around them: tests, review, security gates, telemetry, rollout control, and clear ownership.

Kyluke McDougall

Read the analysis

Technology Jul 7, 2026 7 min read

AI Coding Needs Quality Gates, Not Vibes

AI coding tools can accelerate delivery, but only if teams measure quality, reviewability, security, test evidence, and traceability instead of trusting plausible output.

Kyluke McDougall

Read the analysis