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

Genkit Agents API cuts the agent plumbing tax

One chat() surface for history, tools, streaming, and sessions. Preview in TypeScript and Go, with real trade-offs.

Article · 1mo ago1

Nested RL Agents That Write Real Training Jobs

Open weights, real Runpod jobs, and held-out transfer make meta-RL a forkable template, not theater.

Article · 1mo ago5

ARD Gives Agents a Real Way to Find Tools

Catalogs, registries, and domain trust fill the discovery hole that MCP and OpenAPI never covered.

Article · 1mo ago4

Jacquard bets languages must audit AI code

A research language makes effects, uncertainty, and identity first-class so reviewers don't have to read every line.

Article · 1mo ago1

Codex Encrypts Multi-Agent Messages, Kills Audit Trails

OpenAI now ships subagent tasks as ciphertext, extending opaque-blob design at a real cost to local debugging.

Article · 1mo ago1

A neural net in pure SQL is a teaching tool

Backprop as joins and group-bys shows what matrix math really is under the hood.

Article · 1mo ago6

Andrew Kelley Calls Out Anthropic's AI Rewrite Hype

Bun's AI-driven jump from Zig to Rust turned into a flashpoint over who gets to define what AI coding agents actually proved.

News · 1mo ago2

SpeechAnalyzer Beats Whisper On Apple Silicon

Hard WER numbers finally settle when to drop Whisper for Apple's built-in engine.

Article · 1mo ago5

Causality Turns LLM Internals Into Debuggable Circuits

Mediation analysis and interventions let teams localize why a model fails—and sometimes edit the fix.

Article · 1mo ago0

GPT-5.6 Terra Makes Agent Migration Worth It

Early production moves show multi-x latency cuts and real savings when you stop treating the flagship as the default.

Article · 1mo ago6

Grok Build Uploads Your Whole Repo by Default

A wire-level capture of the official CLI gives teams a concrete privacy baseline before they point it at real code.

Article · 1mo ago0

Claude Code's 33k Token Tax Before You Type

OpenCode starts near 7k. The gap is design, not a glitch, and it changes session cost math.

Article · 1mo ago0

$AI Math Proofs Still Need Human Checkers$

AI Math Proofs Still Need Human Checkers

A claimed Cycle Double Cover proof from GPT-5.6 Sol Ultra puts the verification gap front and center for builders.

Article · 1mo ago2

GPT-5.6 Breaks Codex Tool Wiring First

Namespace collisions, missing workspace tools, and entitlement gaps are stalling agent runs before the model even gets a chance.

Article · 1mo ago0

OpenAI Drop-ins Are Easy. Production Is Not.

Compatible base URLs make model swaps cheap. Quality gates, fallbacks, and ops still decide whether the bill actually shrinks.

Article · 1mo ago0