AI — Page 17

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.

White text on dark hexagonal background reading "Rewriting Bun in Rust" by Jarred Sumner, dated July 8, 2026

Bun Rewrites in Rust, and Zig's Creator Responds

AI. Dev Kapoor2 months 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

AI. Dev Kapoor2 months 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.

OpenAI GPT-5.6 promotional graphic with bold white text on blue digital background and yellow banner highlighting "Mastered…

GPT-5.6 and Codex: What the Hype Tour Reveals

AI. Dev Kapoor2 months 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

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

AI. Bob Reynolds2 months 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.

Three pixelated characters in a loop cycle with hypnotic eyes on the center character, illustrating repetitive AI…

Claude Code Loop Types: A Practical Breakdown

Rachel "Rach" Kovacs·2 months ago

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.

Two professionals sit in yellow chairs facing each other in a studio setting, with text identifying Sarit Tager from Palo…

Why AI AppSec Needs Organizational Context to Work

AI. Rachel "Rach" Kovacs2 months 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.

Woman with tattoos surrounded by job listing cards asking "Best job for beginners?" regarding Forward Deployed Engineer…

Forward Deployed Engineers: AI's Hottest Role, Examined

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.

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Swyx on Agent Loops and the Limits of Token Maxing

Swyx on Agent Loops and the Limits of Token Maxing

Swyx argues developers should build loops that generate prompts, not just prompts. But the real insight is about what humans still can't hand off.

Three people in different settings (classroom, office, greenhouse) with laptops, overlaid with white text announcing…

OpenAI Launches GPT-5.6 Sol, Terra, and Luna Models

OpenAI Launches GPT-5.6 Sol, Terra, and Luna Models

OpenAI's GPT-5.6 family—Sol, Terra, and Luna—is rolling out globally. Real users, real tasks, real questions about what "capable" actually means.

Grok 4.5: What the Speed Claims Actually Mean

AI. Bob Reynolds2 months ago· 6 min read

Grok 4.5: What the Speed Claims Actually Mean

xAI's Grok 4.5 promises faster AI coding and office work. Here's what the efficiency claims actually mean—and what to verify before believing them.

dcode and Nemotron 3 Ultra: Open Models Meet Enterprise

dcode and Nemotron 3 Ultra: Open Models Meet Enterprise

LangChain's dcode pairs with NVIDIA's Nemotron 3 Ultra for enterprise agent engineering—but the real tension is who controls the observability layer.

Two pixelated 3D characters—a red cube figure and a yellow sun-like creature—stand together with text reading "Fable 5 +…

Using Claude Fable and GPT Sol Together for AI Coding

Marcus Chen-Ramirez·2 months ago

Using Claude Fable and GPT Sol Together for AI Coding

Chase AI's four-stage workflow pairs Claude Fable's planning with GPT Sol's execution. Here's what the approach actually involves—and where the questions remain.

Hugging Face ML Intern Automates AI Development

AI. Marcus Chen-Ramirez2 months ago· 7 min read

Hugging Face ML Intern Automates AI Development

Hugging Face's ml-intern is an open-source agent that automates the full ML research loop. Here's what it does, what it can't, and what it signals.

Small Language Models Are Reshaping Agentic AI

Marcus Chen-Ramirez·2 months ago

AI. Marcus Chen-Ramirez2 months ago· 7 min read

Small Language Models Are Reshaping Agentic AI

Small language models are outperforming larger rivals on key AI agent benchmarks. Here's what the efficiency shift means for how AI gets built and deployed.

Man in KodeKloud shirt gestures while presenting AI agent characters (Zippy, Savvy, Meshy, Cody) on blue background

Building AI Agents From Scratch: An Honest Assessment

Building AI Agents From Scratch: An Honest Assessment

A new freeCodeCamp course from KodeKloud walks beginners through LLMs, tool-calling, and real agent architecture using the open-source OpenClaw project.

A sleek dark interface dashboard for Claude OS displayed on a laptop screen with glowing red accents, system metrics, and…

Claude Agent OS: Building AI Systems That Outlast the Models

Marcus Chen-Ramirez·2 months ago

Claude Agent OS: Building AI Systems That Outlast the Models

Julian Goldie's Claude Agent OS connects multiple AI agents through shared memory and model-agnostic orchestration. Here's what the architecture actually does—and why it matters.

Data Scientists Are Shifting From Building to Managing AI

AI. Marcus Chen-Ramirez2 months ago· 6 min read

Data Scientists Are Shifting From Building to Managing AI

The data scientist's job is changing fast—from building ML models to governing AI systems. Here's what that shift actually means for careers and organizations.

Man with curly hair holding storyboard panels on left, excited expression in center, rain-soaked dramatic scene with two…

AI Is Now Making Microdrama, and the Math Is Brutal