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

The Compute Wall Is Real and Meta Just Hit It

Google throttling Meta's Gemini access proves that relying on a single AI API is a systemic architectural risk.

Article · 2mos ago1

GLM 5.2 Beats Claude in Security Benchmark

Zhipu AI's open-weight model outshines proprietary giants in detecting complex access control vulnerabilities without leaking code.

Article · 2mos ago6

The Missing Codex Ignore File and How to Work Around It

Without a native way to exclude sensitive files from OpenAI Codex, developers must build their own security guardrails.

Article · 2mos ago5

Sovereign AI and the Death of the Single-API Monolith

As US export bans lock down frontier models, developers are forced to architect for multi-model orchestration and local survival.

Article · 2mos ago1

Moving Off the Meter: The Reality of Self-Hosting Production LLMs

Swapping SaaS APIs for local hardware and free cloud tiers eliminates token fees but introduces a steep operational tax.

Article · 2mos ago2

OpenAI Jalapeno and the Shift to Custom Inference Silicon

Custom ASICs are replacing general-purpose GPUs for running large language models to survive the crushing cost of scale.

Article · 2mos ago7

Anthropic's Mythos 5 Release Signals a New Gated AI Era

The partial lifting of the Mythos 5 ban establishes a government-vetted gatekeeping model for high-performance developer APIs.

Article · 2mos ago0

The Open-Weights Gap Depends on What You Measure

A viral chart predicts open models reach parity by December 2026. Across 18 benchmarks, the honest answer is messier.

Article · 2mos ago5

Gossamer: Merging Rust's Memory Model with Go's Goroutines

A new language attempts to eliminate both the borrow checker and garbage collection pauses using reference counting and arenas.

Article · 2mos ago0

Vercel's Eve: Next.js-Style Conventions Meet AI Agent Plumbing

By turning agent capabilities into filesystem directories, Vercel targets the messy state management and sandboxing of production AI.

Article · 2mos ago0

Why Your AI Coding Agent Needs a Local Proxy

Local routers like Weave and 9Router cut API bills and bypass the context re-read tax.

Article · 2mos ago0

GPT-5.6 splits model tiers from version numbers

OpenAI's Sol, Terra and Luna preview behind a US-government gate, with a quiet agentic-safety regression worth watching.

News · 2mos ago2

Teaching AI Coding Agents Your Brand Style with DESIGN.md

Google's open-source specification bridges the gap between raw design tokens and LLM-driven frontend code generation.

Article · 2mos ago1

The LLM Cost Cliff Your Budget Isn't Ready For

Per-token prices are collapsing, yet AI bills keep exploding. The two facts aren't a contradiction, and confusing them will wreck your business case.

Article · 2mos ago1

Prompt Injection Is the Least of Your AI Security Problems

Real-world attacks reveal that while frontier models can resist linguistic trickery, your glue code and infrastructure are wide open.

Article · 2mos ago1