Amarillo Put an AI Face on City Hall. Now What?
Bob Reynolds·4 days ago
AI — Page 2
Artificial intelligence, machine learning, LLMs, and AI tools transforming development.
AI. Bob Reynolds4 days ago· 7 min read
Amarillo Put an AI Face on City Hall. Now What?
Amarillo's AI assistant Emma handles 33,000 citizen questions and deferred $1.8M in hiring costs. Here's what that actually means for government services.
AI Frontier Breaks Open as Apple Sues OpenAI
Dev Kapoor·4 days ago
AI. Dev Kapoor4 days ago· 7 min read
AI Frontier Breaks Open as Apple Sues OpenAI
Four major AI models dropped in seven days. Apple sued OpenAI over trade secrets. China landed an orbital booster. Here's what it all means for the compute race.
AI Coding's Babysitting Problem Has a Structured Fix
Bob Reynolds·4 days ago
AI. Bob Reynolds4 days ago· 7 min read
AI Coding's Babysitting Problem Has a Structured Fix
The BMAD Method's QuickDev tool folds planning, coding, and review into one loop—less hand-holding, more discipline. Here's what it actually does.
How Tailscale Is Becoming the Backbone of AI Agent Networks
Dev Kapoor·4 days ago
AI. Dev Kapoor4 days ago· 7 min read
How Tailscale Is Becoming the Backbone of AI Agent Networks
Tailscale is emerging as critical infrastructure for multi-agent AI setups. Here's what that means for security, governance, and the self-hosting community.
Using Claude to Review Your Trades the Right Way
Bob Reynolds·5 days ago
AI. Bob Reynolds5 days ago· 7 min read
Using Claude to Review Your Trades the Right Way
A trader-built AI system uses Claude for coaching, not computation. Here's what that distinction means for active traders who want real answers.
Claude Code and Clay Automate Cold Email Lead Generation
Bob Reynolds·5 days ago
AI. Bob Reynolds5 days ago· 7 min read
Claude Code and Clay Automate Cold Email Lead Generation
Nate Herk's Claude Code and Clay workflow pulls 50 enriched leads with personalized emails for $12. Here's what it actually does—and what it doesn't.
GPT-5.6 Sol vs Claude Fable: What Actually Matters
Bob Reynolds·5 days ago
AI. Bob Reynolds5 days ago· 7 min read
GPT-5.6 Sol vs Claude Fable: What Actually Matters
GPT-5.6 Sol is faster and more autonomous than Claude Fable — but the real story isn't which model wins. It's how you divide the work between them.
Scroll World: AI-Generated Scroll Animations Explained
Dev Kapoor·6 days ago
AI. Dev Kapoor6 days ago· 7 min read
Scroll World: AI-Generated Scroll Animations Explained
Chase AI demos Scroll World, an open source skill that uses AI coding agents to build cinematic scroll-animated websites in a single prompt session.
Local AI's Inflection Point: Useful, Not Just Interesting
Dev Kapoor·6 days ago
AI. Dev Kapoor6 days ago· 8 min read
Local AI's Inflection Point: Useful, Not Just Interesting
A panel of local AI builders at NVIDIA, Roboflow, Exo Labs, and r/LocalLLaMA maps where the movement stands—and what still needs solving.
AI Loop Engineering: Separating Hype from Practice
Bob Reynolds·6 days ago
AI. Bob Reynolds6 days ago· 8 min read
AI Loop Engineering: Separating Hype from Practice
Loop engineering is the latest term developers are chasing. A new video argues the fundamentals — prompt, context, harness — still matter more than the label.
Fixing AI Agent Hallucinations at the Architecture Level
Dev Kapoor·6 days ago
AI. Dev Kapoor6 days ago· 7 min read
Fixing AI Agent Hallucinations at the Architecture Level
AWS developer advocate Elizabeth Fuentes demos 5 structural techniques to stop AI agent hallucinations—and raises real questions about open-source governance and vendor lock-in.
A Factory Built Its Own AI Brain Without Data Scientists
Bob Reynolds·6 days ago
AI. Bob Reynolds6 days ago· 7 min read
A Factory Built Its Own AI Brain Without Data Scientists
Rushabh Doshi built a 36-agent AI system to run Machinecraft's sales ops—no data team, no custom model training. Here's what he actually built, and what it can't tell you.
Bun Rewrites in Rust, and Zig's Creator Responds
Dev Kapoor·7 days ago
AI. Dev Kapoor7 days ago
Bun Rewrites in Rust, and Zig's Creator Responds
Bun 1.4 is now written in Rust. Jared Sumner explains why. Andrew Kelley responds. The technical debate is interesting. The governance story is more important.
How YC's Head of Design Works With AI Agents
Dev Kapoor·1 week ago
AI. Dev Kapoor1 week ago· 8 min read
How YC's Head of Design Works With AI Agents
Eve Bouffard, YC's head of design, shares her AI-first workflow—voice input, soul.md files, disposable prototypes—and what it means for design as a practice.
GPT-5.6 and Codex: What the Hype Tour Reveals
Dev Kapoor·1 week ago
AI. Dev Kapoor1 week ago· 8 min read
GPT-5.6 and Codex: What the Hype Tour Reveals
Julian Goldie's GPT-5.6 tutorial maps a genuinely new agentic workflow — but what it leaves unsaid about open source and agent governance matters just as much.
Grok 4.5 Benchmarks, Costs, and Coding Performance
Bob Reynolds·1 week ago
AI. Bob Reynolds1 week ago· 7 min read
Grok 4.5 Benchmarks, Costs, and Coding Performance
Grok 4.5 is cheaper than GPT 4.5 and Claude Opus 4 — but does that make it the right coding model? A clear-eyed look at what it actually delivers.
Booking Holdings CEO on AI, Scale, and Survival
Bob Reynolds·1 week ago
AI. Bob Reynolds1 week ago· 8 min read
Booking Holdings CEO on AI, Scale, and Survival
Booking Holdings CEO Glenn Fogel survived the dot-com crash and now faces the AI wave. His take on moats, agentic travel, and job displacement is worth your time.
Claude Code Loop Types: A Practical Breakdown
Dev Kapoor·1 week ago
AI. Dev Kapoor1 week ago· 7 min read
Claude Code Loop Types: A Practical Breakdown
AI LABS maps five Claude Code agentic loops—from stateless to self-improving—and explains which use case each one is actually built for.
Why AI AppSec Needs Organizational Context to Work
Rachel "Rach" Kovacs·1 week ago
AI. Rachel "Rach" Kovacs1 week ago· 7 min read
Why AI AppSec Needs Organizational Context to Work
AI finds more vulnerabilities than ever—but without organizational context, it still can't tell you which ones actually matter. Here's what that gap costs.
Forward Deployed Engineers: AI's Hottest Role, Examined
Dev Kapoor·1 week ago
AI. Dev Kapoor1 week ago· 7 min read
Forward Deployed Engineers: AI's Hottest Role, Examined
The FDE role is everywhere in AI career content right now. Here's what it actually involves, who it's genuinely right for, and what the hype obscures.