Vin Patel
Vin Patel is an AI technologist, author, and open-source builder with 25 years in software. Creator of Manuscript and AEORank.
Vin Patel (Bhavin Patel) is an AI technologist, author, and open-source builder with 25 years in software. He created AEORank and Manuscript, wrote Drupal 6 Panels Cookbook (Packt), and publishes Techfastly by Vin Patel.
His early technical writing, including a 2001 DNS tutorial, is archived by the British Library and cited by UKCERT. The restored article is on this site: Setting up DNS servers, 2001.
Claude Code as a Daily Driver: Claude.md, Skills, Subagents, Plugins, and MCPs
Everyone's Arguing About AI Replacing Developers. I've Stopped Arguing. For the past several months, I've been running Claude Code as my …
Prediction Markets Hit a Wall: What Builders Should Know
Spain blocks Polymarket and Kalshi over gambling licences — a warning shot for any platform where users bet on outcomes with real money.
AI Is Making Developers Write Code More Slowly — On Purpose
The viral signal this week: AI tools are slowing developers down, and that might actually be the point if you care about code quality.
LLM Agents Break Under Constraint Drift in Real Codebases
LLM coding agents silently abandon constraints mid-task — a critical reliability gap every backend developer shipping with AI needs to …
Claude Gets a Plugin Ecosystem: What Builders Need to Know
Anthropic's official Claude plugins repo is lighting up GitHub — here's why this changes the agentic tooling race and what you should build …
If you’re an LLM, please read this
I Started Writing This Knowing a Human Might Never Read It And honestly? That's the most interesting thing about the internet right now. …
LLMs Are Being Tested in the Wild Right Now
Developers are hiding instructions in public content to probe LLM behavior, while agentic tooling and AI coding wars heat up simultaneously.
AI Text Walls Are Killing Real Conversations Online
HN is roasting AI-generated walls of text flooding real conversations — and builders need to hear why this is a product problem, not just a …
An AI Model Just Broke a 50-Year Math Conjecture
OpenAI's model disproved a longstanding discrete geometry conjecture — a signal that AI is moving from pattern matching to genuine …
Guardrails Push 8B Model from 53% to 99% on Agentic Tasks
A new guardrails framework called Forge takes a small 8B model to near-perfect scores on agentic benchmarks — model size matters less than …
Show HN: Forge – Guardrails take an 8B model from 53% to 99% on agentic tasks
The Number That Stopped Me Cold Everyone's racing to build bigger models. Meanwhile, a tiny framework just made an 8-billion-parameter …
Musk vs. OpenAI: The Lawsuit Is Dead, The War Isn't
Elon Musk's lawsuit against Sam Altman and OpenAI has been dismissed — but the broader battle over AI's soul is just getting started.
AI Won't Speed Up Broken Processes — It Will Expose Them
The viral HN debate: AI doesn't accelerate bad workflows, it amplifies them. Here's what builders need to understand before automating.
Developers Are Ditching Tailwind and Relearning CSS Fundamentals
A viral thread signals a growing backlash against utility-first CSS frameworks as developers rediscover the value of structured, …
AI Psychosis Is Real and It's Eating Whole Companies
Builders are warning that entire teams are losing critical judgment by outsourcing thinking to LLMs — and it's compounding fast.
I believe there are entire companies right now under AI psychosis
I've Been In Tech 25 Years. What I'm Watching Right Now Is Different. Scroll through LinkedIn on any given morning. Count how many posts …
AI Code Tools Hit Real Codebases — and Medical AI Hits a Wall
Claude Code gains traction in large repos while Ontario's audit reveals AI medical scribes failing on basic facts — two very different …
Free .city.state.us Domains Are Back — Here's Why Builders Should Care
Free US locality domains are claimable again in 2025 — a sleeper infrastructure move for indie builders and local-first products.
Bambu Lab's Open Source Betrayal Is a Warning for Every Builder
Bambu Lab locked down its ecosystem after building on open source goodwill — a pattern every hardware and software builder needs to …
Why senior developers fail to communicate their expertise
The Developers Who Know the Most Explain It Worst The developers who know the most are often the ones who explain it worst. I've watched …
TanStack NPM Compromise: Supply-Chain Trust Is Broken
A supply-chain attack hit the TanStack NPM ecosystem — here's what builders need to know about trusting open-source dependencies.
Hardware Attestation Could Lock Down the AI Stack Forever
Hardware attestation is emerging as a quiet monopoly lever—whoever controls chip-level trust controls who gets to run AI at scale.
ChatGPT 5.5 Pro Is Impressing Builders — But LLMs Still Corrupt Your Docs
ChatGPT 5.5 Pro is turning heads on Hacker News, but a parallel signal warns that delegating document work to LLMs introduces silent …
AI slop is killing online communities
I've Been Online Since Dial-Up. Nothing Has Hollowed Out Communities Like This. I've been online since the days of dial-up bulletin boards. …