TEDWARD.NET · A WEEKLY DEV BLOG BY TED WARD

Dispatches from the sharp end of AI & software.

A POST EVERY FRIDAY SINCE JUN 2025WEEK 73 — NO MISSESNEXT DROP · NOV 20
REACT ✦TYPESCRIPT ✦AWS ✦MACHINE LEARNING ✦LLM ORCHESTRATION ✦NEXT.JS ✦PYTHON ✦SERVERLESS ✦RAG PIPELINES ✦WEBASSEMBLY ✦POSTGRESQL ✦DOCKER ✦REACT ✦TYPESCRIPT ✦AWS ✦MACHINE LEARNING ✦LLM ORCHESTRATION ✦NEXT.JS ✦PYTHON ✦SERVERLESS ✦RAG PIPELINES ✦WEBASSEMBLY ✦POSTGRESQL ✦DOCKER ✦REACT ✦TYPESCRIPT ✦AWS ✦MACHINE LEARNING ✦LLM ORCHESTRATION ✦NEXT.JS ✦PYTHON ✦SERVERLESS ✦RAG PIPELINES ✦WEBASSEMBLY ✦POSTGRESQL ✦DOCKER ✦

SHOWING 7 / 76 DISPATCHES — TOPIC: ALL

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LATEST13 NOV 2026

Why the AI Apocalypse Is Overblown (And What We Should Actually Fear)

Despite high-profile resignations and existential panic around new models, the AI apocalypse is massively overblown. The real threat isn't rogue superintelligence, but non-technical management cutting corners for quick financial gains and deploying unconstrained agents without understanding the risks.

AI/MLIndustry AnalysisLLMSecurity
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OCTOBER 2026
Industry AnalysisAI/MLProgramming

The Artisan’s Fallacy: Why Banning AI from Open Source is a Doomed Defense of Craft

Examining the fallout from recent open-source bans on AI code and non-English participation. Discover why trying to protect craft by mandating friction is a historical mistake, and why software engineering is shifting from manual execution to architectural governance.

30 OCT 2026→
ProgrammingAI/MLPersonal DevelopmentWork

The Circular Journey of My Developer Workflow: From Notepad to Agent-Driven Terminals

Developer workflows aren't static endpoints; they are constant experiments. Here is how my setup evolved from basic text editors to AI-driven terminal orchestration with Herdr, and why everything in tech is circular.

23 OCT 2026→
Industry AnalysisTech BubbleAI/ML

The Kickflip and the Merger: Why Tesla's Roadster Stunt Signals Consolidation

The Tesla Roadster's mid-air kickflip was not just a stunt. It was a calculated signal. Here is why the event in Texas predicts an impending multi-trillion-dollar merger between Tesla and SpaceX.

17 OCT 2026→
Systems ArchitectureLLMAI/ML

Decisions, Not Strings: Why TypeSafe's Jev Changes System Architecture

For years, developers have forced Large Language Models to act as glorified decision engines wrapped in fragile schema parsers. TypeSafe's Jev introduces System One models designed for structured, typed decisions rather than token generation. Here is why this architectural shift matters for software engineering.

16 OCT 2026→
Industry AnalysisLLMAI/MLTech BubbleSystems Architecture

The Generational Fumble: Why Google Is Retreating Behind the Walled Garden

Google held every advantage in the AI revolution: custom TPUs, the original transformer architecture, and bottomless ad profits. Here is why they fumbled developer mindshare and are retreating behind enterprise lock-in.

9 OCT 2026→
THE ARCHIVE CONTINUES — 69 MORE FRIDAYS →