NS ⁽⁸⁾

The goal was to research the consequences of the upcoming chip technologies. The text below is the result of a short conversation with KIMI K2 0905 LLM. It reads as a mix of future history, futurism, and a list of completely alien technologies. TEXT: These…

Red flag: UI actions freeze >3s. Likely cause: Heavy compute in HTTP request/response; unrealistic perf testing on empty data. Action: Push non-trivial work to queues/streams; small validations only, guarded by strict timeouts + circuit breakers. KPI: p95/p99 latency per endpoint; queue age; error budget burn.

IoT device initial field testing is a special moment in the product lifecycle. During this phase, the team receives brutal, reality-based feedback on technical decisions made during development. The short list below captures practical know‑how that will hopefully save you time. It originates from multiple…

We don’t talk enough about failures on here. Feeds are full of “I’ve accepted an offer” and funding announcements. Here’s a quieter perspective from the silent majority—maybe it helps someone. Context: I tried to build a startup based on “simulated field usage and testing”. The…