Insights
Notes from the systems we run.
Practical writing on custom software, healthcare and education platforms, applied AI, cloud and security — by the engineers who build and then operate them.
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4 articles
AI Coding Agents in Real Teams: What 23-Minute Sessions Changed About Software Delivery
Coding agents moved from autocomplete to autonomous multi-step work in eighteen months. The teams gaining 40-55% on routine tasks are …
AI Governance and Evaluations: How to Ship AI Features You Can Actually Defend
As AI moved into production systems, "it seemed to work in testing" stopped being an acceptable answer. Evaluations, audit trails …
Python vs JavaScript in 2025: Which Language Should New Developers Choose?
Two languages dominate the 2025 development landscape. Python leads in AI/data science while JavaScript dominates the web. We break down …
The No-Code Revolution: Can Non-Technical Founders Really Build Software in 2025?
No-code and low-code platforms promise to democratise software creation. We honestly assess what they can and cannot do in 2025 …
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