Software, Teams & Architecture
in the Age of AI
Technical guides, agentic workflows, software practices, and organizational shifts for building software with AI.
Latest Technical Articles & Guides
Deep dives into software process with AI, agentic tooling, organizational design, and modern architectures.
Clash of Giants? Why the US–China AI Race Is a Split, Not a Collision
Chinese models are close on benchmarks, but enterprise adoption, safety rules, talent flows, and chips tell a different story: two ecosystems winning on different ground. The 2026 evidence area by area, and a decision rule for choosing a model ecosystem.
Stepping Off the Dashboard: The Quiet Push Against Metric-Driven Engineering
Big tech is tightening monitoring and ranking, and AI speeds it up. A counter-movement is forming: companies that refuse to rank individuals, and engineers who leave to be judged by customers. Three pressures push people out. What the data shows, what it doesn't, and why you still have to measure.
Why Agentic AI Isn't Paying Off in Business Processes: The Accountability Gap
Coding agents and personal assistants work because a human watches and accepts the risk. Business processes need someone accountable for every action, and making an agent reproducible, auditable, and safe often costs more than it saves. The four walls, and the design that flips the ROI.
Videos & Walkthroughs
Visual architecture breakdowns, practical how-tos, and live coding experiments.
Why Agentic AI Isn't Paying Off | The Accountability Gap
Why do 40%+ of agentic AI pilots stall before production? Personal and coding agents work because a human absorbs the risk. In business processes, someone must answer for every irreversible action. Explore the four walls of enterprise agents, compounding error math, and the 3-question decision rule to make AI ROI work.
Will Science Become Wizardry? How AI & Robots Speed Up Discovery
AI screened 32 million materials in 80 hours, but physical validation took six months. Explore why prediction is not proof, how self-driving labs and AI agents close the verification gap, and the 3 signs the speed-up is real.
Redesign the Work Before You Reduce the Team
When individual coding speed jumps 50%, leaders ask why they need this many people. Follow a delivery workflow, see DORA's 2025 findings on AI amplification, and learn three management paths to redesign the work before cutting headcount.
In-Depth Classes & Blueprints
Structured multi-part classes, complete repositories, and specialized architecture deep dives.
Marketing Website & Edge Deployment
Go from raw product concept to a live, production-grade marketing website deployed globally on Cloudflare Workers with sub-100ms TTFB.
- Cloudflare Edge & Custom DNS Delegation
- Design Tokens & AI Vector SVG Branding
- Vanilla HTML/CSS & GitHub Actions CI/CD
Full-Stack App Shell & Go Backend
Build, wire, and deploy the authenticated SaaS app shell with Lit Web Components and a type-safe Go Connect-RPC service on Cloud Run.
- Lit 3.0 Web Components & Shadow DOM
- PWA Service Workers & Cache Strategies
- Connect-RPC Protobuf & Cloud Run Deploy
AI-Driven Quality Gates: Testing & CI/CD
Close the backend SDLC verification stage with AI-authored tests, isolated staging environments, and gated CI/CD pipelines.
- Go Table-Driven Tests & httptest Fakes
- Two-Mode Integration Test Harness
- Gated CI/CD Promotion to Production