Stop Architecture Drift: Operationalizing ADRs with Automated Fitness Functions
How to operationalize ADRs into fitness functions that catch cross-language architecture drift in pull requests before it reaches production.
READ_MORE >>8 articles on platform engineering, infrastructure, and developer tools
How to operationalize ADRs into fitness functions that catch cross-language architecture drift in pull requests before it reaches production.
READ_MORE >>My AI code reviewer kept being confidently wrong. The fix wasn't a better prompt — it was giving the model tools to fetch its own evidence.
READ_MORE >>Why the best engineering decisions come from asking 'What if we're wrong?' and how to build a culture of getting it right instead of being right.
READ_MORE >>Great code doesn't matter if you can't sell it. Let's talk about the 'soft' skills that actually drive your career: influence, communication, and leading when you're not the boss.
READ_MORE >>How I built Archbot, a custom AI code reviewer for GitHub Enterprise using AWS Bedrock, Repomix, and Go. Includes the failed attempts, the two-phase architecture that solved context explosion, and production Go code samples.
READ_MORE >>Scared of the word 'Architecture'? Don't be. Here is a practical workout plan to help you master system design and start seeing trade-offs like a pro.
READ_MORE >>So you've reached Senior Engineer... now what? Stop trying to just 'code harder' and start being a force multiplier. Here is the roadmap for what comes next.
READ_MORE >>A pragmatic Kafka retry pattern in Go: keep consumption moving by committing offsets and retrying failures asynchronously. Learn the semantics tradeoffs, plus how to evolve the retry queue when you need stronger guarantees.
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