Languages & runtimes
Managed Python — web apps and data pipelines.
Django, Flask, FastAPI, Airflow, dbt — whatever's running. We tune the application server, contain the dependencies, run the background workers and trace the requests end-to-end.
What we manage
Application servers
Gunicorn / uvicorn / Hypercorn worker tuning, sync vs async worker class choice, graceful reloads, --preload optimisations.
Background workers
Celery / RQ / Arq operations — broker config (Redis, RabbitMQ, SQS), retry policies, dead-letter queues, worker autoscaling.
Dependency hygiene
Reproducible installs (pip-tools, uv, Poetry), virtualenv isolation, dependency scanning (Safety, Snyk, pip-audit), Python version upgrade cadence.
Security
Bandit / Semgrep static analysis, secret detection in CI, container-image scanning, framework-specific security headers (Django security middleware).
Performance
Profile-guided optimisation, asyncio + asgiref-aware tuning, database connection-pool sizing, caching layer integration (Redis, Memcached).
Observability
OpenTelemetry Python instrumentation, structured logs (structlog, python-json-logger), Sentry / Rollbar for exception tracking, slow-query alerts.
Compatible across every cloud we manage
Same playbook on AWS, Google Cloud, Microsoft Azure and DigitalOcean — pick the cloud, we'll run the stack.
How we engage
1. Assess
Two-week audit of your current cloud setup against the provider's Well-Architected / Architecture Framework. Concrete findings, no fluff.
2. Stabilise
We close the top security, reliability and cost gaps before going into steady-state operations.
3. Operate
24/7 monitoring, on-call, change management, monthly reviews and a roadmap for the next quarter.
DIY guides & field notes
Build it yourself — or have us do it for you
Short articles, runbooks and field notes from our engineers. Each one starts here as a snippet and continues on Medium.
May 15, 20261 min read
FastAPI on Kubernetes — the production deployment we ship by default
Pydantic v2, ASGI server choice, OpenAPI in CI, health checks, and the Kubernetes manifests we apply to every new FastAPI service.
Read snippetMay 14, 20261 min read
Python dependency security in 2026 — pip-audit, lockfiles, and the PyPI attacks we keep seeing
Supply-chain attacks on PyPI are routine now. Here is the toolchain we run, the lockfile discipline we enforce, and the alerts we actually act on.
Read snippetMay 13, 20261 min read
Celery in production — broker choice, retry semantics, and what Flower actually tells you
Redis vs RabbitMQ, idempotent tasks, the retry backoff we apply by default, and the monitoring that catches problems before users notice.
Read snippetMay 12, 20261 min read
Gunicorn and Uvicorn in production — the worker tuning we actually apply
Sync vs async, CPU count math, the Gunicorn-with-Uvicorn-workers pattern, and the timeouts that keep Python services healthy under load.
Read snippet
Ready to take the operational load off your team?
Book a 30-minute discovery call. We will audit your current cloud setup and show you exactly where we add value.