INSIGHTS
Ideas, systems and lessons from building software.
Practical writing about software engineering, AI systems, product development, automation and the lessons that emerge from real projects.
Recent articles
AI Agents
AI agents need boundaries before they need more tools
Why scoped tools, audit logs, and human approval points matter more than giving an agent unconstrained access.
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APIs & Integrations
API integrations that stay maintainable after launch
Patterns for webhooks, retries, idempotency, and observability that keep connected systems reliable over time.
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SaaS & MVP
Shipping a SaaS MVP without the extra complexity
A practical checklist for scoping, auth, billing, and feedback loops when the first SaaS version must ship.
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Architecture
Architecture decisions that age well
How to choose boundaries, data ownership, and deployment shape so the system remains understandable after the first release.
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