IDEAS, DECISIONS & LESSONS
Notes on AI, architecture and building useful products.
878 articles
03 Mar 2026 · 12 min read
agents
How to build a coordinated Claude agent team: defining agent skills, assigning responsibilities, orchestrating multi-agent workflows, and collaborating across agents to deliver a real software product from idea to production.
Read more03 Mar 2026 · 34 min read
aws
Part 8 of 9 — Deploying MarketingOS three ways: self-hosted Ubuntu with Docker Compose and Nginx, AWS with Fargate/S3/CloudFront, and Azure with App Service/Blob Storage/CDN. Infrastructure as Code with Terraform, monitoring, and cost comparison.
Read more03 Mar 2026 · 10 min read
cicd
CI/CD explained without the DevOps jargon. Two tech leads discuss how code actually gets from your laptop to production — pipelines, testing strategies, and deployment techniques that won't ruin your weekend.
Read more03 Mar 2026 · 9 min read
content-strategy
Build an SEO content strategy that dominates search results. Learn the pillar-cluster model, content gap analysis, content calendars, refresh strategies, and how to create content that ranks for hundreds of keywords. Part 6 of the SEO Leader's Complete Playbook.
Read more03 Mar 2026 · 10 min read
ai
5 proven prompt patterns for generating high-quality Playwright tests with AI. Learn to control AI output, review generated code, avoid common mistakes, and build reusable prompt templates. Part 7 of the QC team's guide to automation with AI.
Read more03 Mar 2026 · 7 min read
ai
Advanced guide to building AI workflow systems at scale: skill libraries, team governance, quality assurance, security compliance, and ROI measurement. For team leads and enterprise architects.
Read more03 Mar 2026 · 14 min read
communication
Day-by-day practice exercises covering real tech lead scenarios: standup updates, sprint reviews, architecture discussions, production incidents, and client presentations.
Read more02 Mar 2026 · 20 min read
bedrock-nova
Part 12 of 12 — The final piece: supporting multiple voice AI providers behind a clean adapter interface. Provider routing, circuit breakers, context transfer during failover, and future-proofing your architecture.
Read more02 Mar 2026 · 10 min read
ai-migration
Part 3 of 7 — The actual steps to migrate a .NET Framework 4.6 application to .NET 10 using AI. Includes project file conversion, API replacements, prompt patterns, token limit strategies, and the 80% coverage plan.
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