// FIELD NOTES

The blog

Practical notes on shipping fast and scaling well — architecture, AI, and the boring engineering that keeps production up.

ARCHITECTUREfeatured
Jul 2, 2026 · 8 min read

Scaling past your MVP: adding Kafka and BullMQ without downtime

The MVP works and users are showing up — now the synchronous request path is buckling. Here’s the incremental way we move teams to event-driven, without a rewrite or a maintenance window.

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MVP
Jun 24, 2026 · 6 min

From Figma to production in 26 days: a teardown

Exactly how one MVP went from design file to paying customers in under a month.

AI
Jun 12, 2026 · 7 min

RAG that doesn’t hallucinate: an eval-first approach

Why we build the evaluation harness before the retrieval pipeline — not after.

GROWTH
May 30, 2026 · 5 min

GEO: getting cited by ChatGPT and Perplexity

What actually moves the needle when your buyers ask an AI instead of Google.

BACKEND
May 18, 2026 · 6 min

BullMQ patterns for reliable background jobs

Retries, rate limits and idempotency — the patterns that keep queues honest.

PROCESS
May 5, 2026 · 4 min

Why we deploy to production on day one

The demo-that-gets-rebuilt is a tax. Shipping real infra early pays it down.

SRE
Apr 22, 2026 · 5 min

Observability from week one: what to instrument

The four signals worth wiring up before you have a single user.