https://t.iss.one/durov/422
🤯 ⌚️

🚨 NEW: Security Alliance launches TLS Attestations, a new tool using cryptographic verification to combat crypto phishing and identify malicious websites.

Another win for crypto security.

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.

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It’s not a best practice - it’s an outdated economic model that makes dashboards look good while users eat bugs.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