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Field reports on software products, automation, AI, open source and reliable operations.
RSS FeedPlanning a software project?
Start with these guides to scope, delivery models, modernisation and performance.
Hiring a software company: 10 questions to ask →
How to choose a software partner before budget disappears into unclear requirements, technical debt or a prototype that is difficult to operate.
Senior freelancer or agency: strengthening software teams →
When does a traditional digital agency make financial sense, and when is a seasoned senior freelance architect or interim technical lead the superior choice?
Modernising legacy systems with the Strangler Fig pattern →
How engineering teams incrementally dismantle legacy monolithic software, protect historic business rules, and eliminate the catastrophic risk of a big-bang rewrite.
B2B performance: resolving database and API bottlenecks →
How to identify latency issues under concurrency, eliminate N+1 queries, and deploy multi-tier caching architectures with practical examples.
Knowledge areas
Choose a subject or start with the latest field reports.
Latest field reports
What we learn while building, integrating and operating real products.
Your Architecture Is Your UX: How Backend Decisions Define User Experience
Discover how software architecture UX decisions shape what your users feel. Learn practical patterns for latency, data modeling, and optimistic UI, with a code example you can apply today.
Why GitHub Abandoned CSS-in-JS, And What That Means for Your SaaS App's Performance
Learn how a css-in-js performance migration cuts bundle size, speeds up hydration, and improves SaaS user retention, with a concrete step-by-step playbook.
Setting Up MCP Servers That Don't Break: 5 Lessons for Stable AI Agent Integration
Learn mcp server setup best practices for stable AI agent integration with 5 production-tested tips covering scope, security, and governance.
Stop Swearing at 429 Errors: A Runbook for API Rate Limiting in Production Workflows
Master api rate limiting best practices with retry strategies, batching, and proactive pacing. Build integration workflows that gracefully handle 429 errors.
The Engineer Left. The Cloud Bill Didn't: A Runbook for Ownership Tagging Every Resource
Learn how to implement cloud resource ownership tagging with enforcement, detection, and remediation steps, so you never pay for another orphaned instance.
From Copy-Paste Build Scripts to Unity CLI: A Practical Guide to Streamlining Game CI/CD
Replace your sprawling Unity build scripts with the new unified CLI. See concrete before-and-after CI/CD examples for GitHub Actions, GitLab CI, and multi-platform pipelines.
AI Agent Release Checklist: 10 Pre-Production Checks That Prevent Failures
Build an ai agent release checklist covering guardrails, cost caps, observability, and rollback. Includes Python code and actionable best practices.
When a Webhook Fires Twice: An Engineer's Guide to Idempotent API Design
Discover how API idempotency workflow reliability prevents costly duplicate operations in production. Includes a Python code example and best practices.
Generated with the help of AISenior Developer & Freelance Lead vs. Agency: How Companies Accelerate Engineering Projects
When does a traditional digital agency make financial sense, and when is a seasoned senior freelance architect or interim technical lead the superior choice?