AI

Deep, developer-first coverage of artificial intelligence — from frontier model releases and benchmarks to agents, RAG pipelines, and the AI-native tools changing how we ship software. No hype, just what actually matters to engineers.

Article 2d ago 7

Your Slack Bot's Database Is Now a Claude Session

Vercel's template wires Claude Managed Agents into Chat SDK, and the thin bridge is the point.

Rachel Goldstein

$llmfit does the local-LLM math you've been faking$

llmfit does the local-LLM math you've been faking

The k8sgpt creator's Rust CLI right-sizes models to your GPU — keeping its catalog honest is the hard part.

Article · 1w ago6

Cursor Writes the App. Production Is Still Your Problem.

A weekend SaaS's failure list maps exactly onto the seam AI coding agents can't see: your deployment.

Article · 1w ago0

The Red Queen Comes for Your Static Evals

Cambridge and NVIDIA's co-evolving Godel machine shows why fixed benchmarks are the real ceiling on self-improving agents.

Article · 1w ago0

Claude's Watermark Is Global, Invisible, and Easy to Overrate

Anthropic beat the EU AI Act deadline; the fine print on detection matters more than the headline.

Article · 1w ago2

When the Agent Outgrows Its Judge, Evolve the Judge

Cambridge and NVIDIA's Red Queen Godel Machine makes the evaluator part of the self-improvement loop, with guardrails worth stealing.

Article · 1w ago5

Gemini 3.7 Flash Is a Land Grab for Agent Workloads

The benchmark gains are real, but the half-price promo and three-week cadence are the actual story.

Article · 1w ago2

Claude's System Prompt Didn't Grow 9x. It Changed Jobs

Anthropic's published prompt history shows pruning cycles and a shift from steering behavior to shipping product config.

Article · 1w ago2

Your Cheap Claude Code Proxy Is a Trust Decision

Routing one terminal across two backends is smart cost engineering — and a second supply chain most setups ignore.

Article · 1w ago0

Models Aren't Getting Dumber — They're Getting Unbundled

Active parameters collapsed while reasoning scores soared, and your retrieval stack quietly became responsible for the facts.

Article · 1w ago0

Why Stripe Just Paid $7 Billion for an AI Model Router

OpenRouter was always a payments company wearing an API costume — and the token ledger is the real prize.

Article · 1w ago0

The New Frontier Models Are Amnesiacs by Design

Labs now trade stored facts for reasoning and bet retrieval fills the gap. Mostly it works, with one catch.

Article · 1w ago5

The RISC-V Fight Was Never About Encodings

An engineer in Trinidad just gave the sharpest RISC-V critique in years its best answer.

Article · 1w ago1

Everybody Gets to Poison This AI's Memory

A Show HN experiment inverts per-user memory silos and live-demos the failure modes you're supposed to design against.

Article · 1w ago5

Fine-Tuning Can't Teach What Pretraining Never Saw

A 5B model raised strictly on grade-school text shrugs off every trick meant to push it further.

Article · 1w ago0

Unsloth Turns Fine-Tuning Into a Desktop App

The fastest open-source training library now wants to replace Ollama on your machine, and it might deserve to.

Article · 1w ago1