Plain-spoken articles on backend automation, API integrations, and the boring engineering decisions that keep production calm.
When to hire your first backend engineer, when to keep outsourcing to an agency, and how to avoid the worst of both worlds.
Real numbers from three client migrations: what no-code automation costs at 12 and 24 months vs a custom Python backend.
How to set up Slack notifications that the team actually reads — channel design, severity routing, and a few rules that kept us sane.
How to use SaaS tools without building your business on shifting sand — the small habits that keep you portable.
Offset vs cursor pagination, keyset pagination, and how to pick the right one for your API — with real performance numbers.
A practical guide to running Postgres migrations with Alembic in production — autogeneration, manual edits, and zero-downtime patterns.
URL versions, header versions, or no versions — what we recommend for SMB APIs and how to evolve them without breaking clients.
How to add role-based access control to a FastAPI backend with dependency injection, without reinventing every endpoint.
The honest trade-offs between JWTs and server-side sessions for backend auth, and why session cookies still win for most SMB apps.
What a sane CI/CD pipeline looks like for a 1–5 person backend team — tests, lint, build, deploy, rollback, and not much else.
A minimal, production-ready Dockerfile for FastAPI — multi-stage build, non-root user, sensible defaults, and a 100MB image.
Move beyond print() and basic logging — what structured logs look like in Python, and the setup we use in every backend.
Why we put Sentry in every backend we ship, what to capture, what to ignore, and how to keep the alert noise down.
What a real Postgres backup strategy looks like for an SMB — including point-in-time recovery, off-site copies, and restore drills.
Off-the-shelf connectors vs custom Python: how we pick between Airbyte, Fivetran, and a hand-rolled ETL for SMB clients.
Extract, transform, load — explained in plain language, with the architecture we use for SMB pipelines that need to be reliable, not webscale.
A real client migration: how we replaced an unmaintainable Zap graph with a single FastAPI service and cut their monthly cost by 80%.
Five painful lessons from building bi-directional HubSpot to Postgres syncs for SMB clients.
Eight things every Stripe webhook handler should do, from signature verification to handling out-of-order events.
What a DLQ is, why you need one for any production background job system, and how to set one up with Celery and Redis.
How to retry failed API calls and background jobs without making things worse — exponential backoff, jitter, and circuit breakers explained.
Token bucket, sliding window, and fixed window — when to use each, and how we implement rate limiting in FastAPI without Redis bloat.
What idempotency keys are, why they matter for payments and webhooks, and how to implement them in a FastAPI backend.
The five patterns we ship in every production webhook handler: signature verification, idempotency, retries, queueing, and observability.
Why Postgres wins for almost every SMB automation backend, and the few cases where a document store is actually the right call.
Celery, RQ, Dramatiq, ARQ: how we pick a Python job queue for SMB backends, and why Celery is still our default.
Why FastAPI is our default Python backend for SMBs — speed, typing, OpenAPI, and a small operations footprint.
The Make.com gotchas we see most often on real client work — and how to know when it is time to move to a custom backend.
When Zapier is the right tool for API integration and when a custom service starts paying for itself.
When n8n is the right call, when a FastAPI backend pays off, and how to decide for your workflow without overspending.