Αναλύσεις

A vector database is an architectural decision, not an automatic upgrade to search. If you can't name exactly what you're missing from plain text search, you probably don't need o…

"It worked in Postman" is a sentence nearly every team has said at least once, right before discovering the real problem was somewhere else. A typed contract between backend and c…

A trust label is an editorial decision encoded in software, not a measurement. Every design choice downstream of that fact — from data model to what you show the reader — depends…

Wiring a feature to a single model provider looks like the simple choice — until that provider gets slow, changes price, or fails on one kind of input. Routing across models isn't…

Most real-time systems are designed for the happy path and treat network loss as the exception. In the live-call product we built, disconnection is the rule — and that assumption…

The best privacy policy isn't code that deletes data — it's a schema that never made room for it. Data minimization is an architectural decision, not a legal clause.

A system "designed to scale" and a system "designed to be woken up for" are not the same thing. The difference is only visible to whoever actually answers the page.

Every company has a metrics store and a stack of dashboards. The real question isn't whether you have observability — it's which screen you actually open during a real incident.

An ASR-to-MT-to-TTS pipeline adds latency at every stage. In the live multilingual meetings product we built, the real decision wasn't how to make latency zero, but where in the p…

Traditional tests have one correct answer and an assert that checks it. Evaluating a language model's output means judging a range of acceptable answers that keeps shifting undern…

Ambiguity a human developer can shrug off and route around is, for an agent building a tool call, a generation error. The two audiences need different documentation.

The "one codebase" pitch hides where native actually breaks even. The real question isn't which framework to pick, but which subsystems in your specific product force a native esc…

Every WebRTC tutorial ends at “and then ICE finds a path”. On the networks our users are actually on, it often does not. Three years of running a meetings product here, and the co…

We run several real sites on a single SQLite file, and we would do it again — but not for the reasons people usually give, and not without the four things that make it survivable.…