Guides and deep dives.
How-to guides, pattern breakdowns, and project updates.
CodeRabbit vs aislop: AI Review and Deterministic Gates
CodeRabbit combines AI review with 50+ static tools. aislop is a focused deterministic scanner. Compare their overlap, workflows, and tradeoffs.
Read more →SonarQube and aislop: Where Their AI Code Gates Differ
SonarQube offers broad AI Code Assurance. aislop is a focused local scanner for generated-code hygiene. Compare their overlap, differences, and fit.
Read more →Swallowed Exceptions: How Silent Failures Reach Production
Empty catches and log-and-continue paths can leave systems in an unexpected state. Learn how to review, test, and detect swallowed exceptions.
Read more →A prompt is a suggestion. A CI gate is a guardrail.
A prompt can guide an agent, but an enforced check is what keeps standards visible in the workflow.
Read more →Quality Gates for AI Coding: Add One in 2 Minutes
How to add a quality gate for AI coding: run a baseline, add a reproducible GitHub Actions job, and introduce a threshold without blocking the team on legacy findings.
Read more →Code Quality Tools in 2026: How to Choose, Not Rank
Compare code quality tools and AI code quality tools: SonarQube, GitHub Code Quality, CodeRabbit, Greptile, Qodo, Copilot, and aislop. Choose by job, not a generic best list.
Read more →High-Quality AI Coding Standards: 10 Rules Teams Can Enforce
Ten enforceable standards for AI-assisted code: scope, small patches, validation, error handling, dependencies, tests, complexity, cleanup, and handoff.
Read more →AI Code Quality Statistics 2026: What the Evidence Shows
Five current studies on AI-authored code, code slop, review capacity, and automated review—plus the limitations teams should understand before quoting them.
Read more →Vibe coding, done right
Letting the agent drive is a cheat code. It is also how you ship five unrelated files full of slop at 2am. Here is how we vibe-code without shipping the slop.
Read more →AGENTS.md is a sign on the wall. Agents don't read signs.
AGENTS.md is not enough. You have to hold your agent accountable. AGENTS.md is the WHAT. aislop rules are the HOW. aislop ci is the GATE. aislop fix --agent is the LOOP. Four layers, none optional.
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