#Quality

Articles about Quality — exploring patterns, best practices, and real-world implementations in production systems.

3 posts tagged with quality. ← All posts

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Pratik Dhanave · ·17 min read

Security and Performance Review

The two specialist lenses a reviewer switches on for a diff — thinking like an attacker to catch the injection and the missing authorization check, and thinking like production to catch the N+1 query — while knowing exactly where the human eye stops and a scanner, profiler, or load test has to take over.

The specialist lenses: security review (untrusted input to a sink, missing authz/BOLA, secrets, SSRF, new dependencies) and performance review (N+1 queries, unbounded queries, missing indexes) — flag the smells, defer depth to scanners and profilers.

#Code Review#Security#Performance#Quality#Engineering Practices
Pratik Dhanave · ·14 min read

What to Look For in a Code Review

A reviewer's mental checklist ordered by leverage — design first, then correctness, then tests, then readability, with style and formatting handed off to the tools that were built for it.

A reviewer's checklist ordered by leverage: design first, then correctness and edge cases, then tests, then readability — and what to leave entirely to tools (formatting, lint) so human attention goes where it matters.

#Code Review#Quality#Design#Testing#Engineering Practices
Pratik Dhanave · ·11 min read

Why Code Review

The first post in a practical series on code review — what the practice is actually for, what it is not, and why treating it as a collaboration rather than a gate is what makes it worth the time it costs.

The opener to a code-review series: what review is actually for — catching defects early, better design, knowledge sharing, collective ownership — and what it isn't (gatekeeping, style bikeshedding), plus the healthy team norms that make it work.

#Code Review#Engineering Culture#Collaboration#Quality#Engineering Practices

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.