Jeremy Lankford, MBA

Jeremy Lankford, MBA Senior Software Engineer & PhD student in IT (AI Focus).

Sharing insights on software architecture, AI governance, and navigating the evolving landscape of enterprise technology.

09/14/2026

ADLC Tip: Deploy with blue-green or canary releases. The goal isn't zero bugs, it's zero blast radius when one slips through.

09/13/2026

ADLC Tip: User acceptance testing isn't a formality -- it's the last chance to learn you built the right thing before customers tell you otherwise.

09/12/2026

ADLC Tip: Document decisions, not just code. Future you needs to know *why* a weird workaround exists, not just that it does.

09/11/2026

ADLC Tip: Bake security review into every phase, not just before launch. A vulnerability found in design costs pennies; found in prod, it costs trust.

09/10/2026

ADLC Tip: Run static analysis before code review, not instead of it. Let tools catch typos and style; let humans catch bad ideas.

09/09/2026

ADLC Tip: Automate your CI/CD pipeline early. Manual deploys aren't just slow, they're a single point of human error waiting to happen.

09/08/2026

ADLC Tip: Integration tests catch what unit tests can't -- the seams between services. Test the handshakes, not just the handlers.

09/07/2026

ADLC Tip: Unit tests are documentation that never goes stale. If a test breaks, either the code changed on purpose or you just caught a regression.

09/07/2026

Vector search handles intent, but BM25 catches exact part numbers and acronyms. Hybrid search bridges the gap for production enterprise retrieval. See why combining sparse and dense ranking is now the baseline architecture: https://shorturl.at/rag-hybrid-arch

09/06/2026

ADLC Tip: Code review isn't gatekeeping -- it's the cheapest QA you'll ever get. Catching a bug in review costs minutes; catching it in prod costs nights.

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