Notes from the team
How we build software
Practical guides to preparing, launching and maintaining software, with examples and references you can check.
Rescue an Abandoned Software Project: Audit, Fix, and Ship
Learn how to rescue an abandoned software project. Audit broken code, untangle database migrations, and refactor stalled builds into production-ready software.
Private AI vs Cloud AI Coding: A CTO Guide to Enterprise Delivery
Compare private AI vs cloud AI coding for enterprise systems. Discover security trade-offs, infrastructure requirements, and expert engineering delivery.
Production Readiness for AI Software: From Localhost to Cloud
Achieve production readiness for AI software with DevOps hardening: multi-stage Docker builds, connection pooling, cloud secrets, and automated CI/CD pipelines.
Compliant AI Software Development for Regulated Fintech and Healthtech
Learn how human-directed compliant AI software development ensures regulatory compliance in fintech and healthtech with private models and manual code review.
Build Mobile App with AI: What It Takes to Pass Store Review
Learn how to build mobile app with AI workflows that pass App Store review. Discover why native APIs, offline sync, and senior engineering ensure store approval.
How to Integrate AI Agents in SaaS Without Latency or API Cost Spikes
Discover how to integrate AI agents SaaS platforms rely on without latency or API cost spikes using asynchronous queues, token budgets, and schema validation.
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