Engineering deep-dives, trade postmortems, and opinionated takes from the team building PipSync. No growth hacks, no LinkedIn platitudes — just what we are learning as we ship.
These are field notes, not finished essays. Some posts cover launch-readiness work still pending — flagged in-line where relevant.
Server-side automation for Telegram-to-MT5 signal copy. Live channel parsing, risk gates, no VPS. Cloud setup guide for retail and prop traders.
A single milliseconds figure on a landing page sounds precise. It usually describes one step out of five. How to read latency marketing — and how honest measurement works.
Cloud-hosted MT5 bridges are convenient until you need control: latency, cost-per-account, vendor lock-in, audit evidence. Here is the migration story.
Telegram tightened bot rate limits twice in the last year. If your signal-routing bot is mysteriously falling behind, you may be the reason.
A deep dive into gateway placement, broker acknowledgements, and the telemetry we require before publishing latency claims publicly.
How we shipped a deterministic parser with an LLM fallback that handles every weird Telegram format we have ever seen.
A play-by-play of the scripts, rollback checks, rehearsal notes, and the evidence we want before calling an upgrade zero-downtime.