Notes on building software that lasts.
Practical guidance across AI, engineering, product innovation, web development, cloud, and data. Fifteen detailed articles for teams building useful digital products.
01 · 7 min
AI Workflow Automation: How to Choose the First Process to Automate
A practical guide to finding, scoring, and safely launching your first AI workflow automation, with measurable outcomes and human review built in.
Read article →02 · 7 min
AI Agents for Business Workflows: Where They Help and Where They Need Guardrails
Evaluate AI agents for business workflows, define tool permissions, add human approvals, and measure reliability before scaling.
Read article →03 · 7 min
RAG Knowledge Bases: Make Generative AI Answers Easier to Trust
A practical guide to retrieval augmented generation, including source quality, chunking, access control, and answer evaluation.
Read article →04 · 7 min
Modern Software Architecture: Evolve Legacy Systems Safely
Plan software architecture modernization in safe increments, from system boundaries and observability to migration paths and rollback.
Read article →05 · 7 min
API Design and Integration Best Practices for Reliable Products
Build reliable API integrations with clear contracts, versioning, validation, retries, observability, and security designed into the interface.
Read article →06 · 7 min
Secure Software Development Lifecycle: Practical Controls for Every Release
Add practical security controls through threat modeling, dependency checks, secrets handling, and release monitoring.
Read article →07 · 7 min
Product Discovery to MVP Roadmap: Validate the Problem Before You Build
Turn product discovery into an MVP roadmap by validating user problems, testing assumptions, and prioritizing a focused first release.
Read article →08 · 7 min
Product Analytics That Guide Decisions: Choose Metrics Teams Can Act On
Connect user behavior to business outcomes with clear event definitions, activation measures, and decision reviews.
Read article →09 · 7 min
Web Performance Optimization: A Practical Guide to Core Web Vitals
Improve web performance across images, JavaScript, rendering, caching, and real user monitoring.
Read article →10 · 7 min
Accessible Web Design: A Practical WCAG Checklist for Development Teams
Improve keyboard access, contrast, forms, headings, images, and screen reader behavior throughout a website.
Read article →11 · 7 min
Cloud Migration Checklist: Plan Cost, Security, and Reliability
Plan a cloud migration with dependency mapping, security baselines, cost models, staged cutover, and rollback.
Read article →12 · 7 min
Platform Engineering and Kubernetes: Build a Paved Path Developers Will Use
Simplify Kubernetes delivery with reusable templates, secure defaults, observability, and developer feedback.
Read article →CI/CD Pipeline Best Practices: Safer, Faster Software Releases
Improve CI/CD with fast feedback, reliable tests, secure artifacts, staged releases, and production observability.
Read article →14 · 7 min
A Data Analytics Strategy That Turns Business Questions Into Decisions
Prioritize business questions, define trusted measures, improve data ownership, and make insights actionable.
Read article →15 · 7 min
Business Intelligence Dashboard Design: Clear, Actionable Reporting
Design dashboards around audience, decision, metric definitions, accessible charts, and trustworthy data refreshes.
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