No thought leadership. Just deep-dives on what we learned shipping real systems — AI evals, fintech ledgers, contract fuzzing, and frontend performance.
Most AI features fail in production because nobody measured them. Here's the evaluation pipeline we deploy with every LLM project.
May 28, 2026 · TopDev Engineering
What we learned building a real-time ledger that settles in milliseconds — exactly-once semantics, outbox patterns, and the failure modes nobody blogs about.
May 14, 2026
Audits catch what humans can think of. Fuzzing catches what they can't. Our invariant-testing playbook for Solidity protocols.
Apr 30, 2026
Less client JavaScript, faster dashboards, simpler data flow. A practical migration guide from our last three SaaS builds.
Apr 16, 2026
How we treat cost as an SLO — budgets in CI, rightsizing automation, and the 38% average reduction we deliver in quarter one.
Apr 2, 2026
A good design system isn't about consistency — it's about making the right thing the fast thing. How we structure tokens, components, and motion.
Mar 19, 2026