
I'm fed up of people using the excuse of AI slop
AI slop is the result of weak direction and absent editorial judgement, not an excuse to blame the tool.

AI slop is the result of weak direction and absent editorial judgement, not an excuse to blame the tool.

Delegate clearly, ask for evidence, and build trust in AI output one task at a time.

How I use Codex, JetBrains IDEs, Copilot review, AGENTS.md, reusable skills, and CI checks to make AI coding reliable.

A developer-focused summary of the State of AI 2026 survey, covering adoption, coding agents, paid usage, costs, risks, and what engineering teams should take from it.

AI coding tools improve delivery only when teams have clear rules, fast feedback, small changes and enough review capacity.

Engineers judge AI coding differently because its value depends on tests, review capacity, code ownership and how teams develop technical skill.

How to adapt the Ralph Wiggum loop pattern popularised in Claude Code to Codex using repeatable, bounded non-interactive runs.

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.