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Drdev Tech: post #211 — TG.ME

Drdev Tech@drdev_tech · 878 subscribers Open in TelegramOpen

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t.me/drdev_tech/211

March 19, 2025

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[media post] 144·Apr 5

The testing pyramid is dead. It’s not a best practice - it’s an outdated economic model that makes dashboards look good while users eat bugs. ❗️ If in 2026 you still push “70% unit, 20% integration, 10% E2E,” you’re not testing — you’re running a pyramid scheme. Built for slow CI and monoliths, not today’s microservices, queues, and AI backends. 🔻 What’s wrong: – Optimizes count, not insight. – Tons of green units, zero signal on real flows. – There’s no clean “middle layer” anymore - everything’s E2E. Modern teams use a test trophy: strong API/integration core, focused unit tests, few critical E2Es. I run short test architecture audits (link in bio) — 2–3 weeks to cut dead tests, map real bug flow, and rebuild for confidence instead of ratios. DM PYRAMID if you want the outline. What hurts more: refactors breaking tests or bugs reaching prod? ______ @drdev_tech - AI Tech Cybersec 185·Mar 4

I don’t need another “pretty certificate”. I need leverage 💼 Just finished Claude 101 by Anthropic and grabbed the certificate 🤖 My focus as a backend / tech lead & consultant is simple: – turn Claude into a persistent co‑worker for Node.js/TypeScript services – standardize architecture reviews, code audits and tech docs through projects & skills – free more time for high‑leverage work: system design, product decisions, money. Next step: build a small internal “AI‑operated” pipeline for: – backend audits (security, performance, reliability) – medtech/fintech compliance checklists – concise exec‑ready reports for clients. Certification is just a checkpoint. What matters is how many hours of boring work I can delete from my week with this. If you’re experimenting with Claude in serious backend / fintech / medtech projects, ping me - always open to compare workflows. 139·Mar 2 Drdev Tech pinned a photoFeb 19 [media post] 143·Feb 19

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