AI Agents & Automation

Compound engineering writes each lesson into the agent's prose. The ones that matter should be checks...

Single AI copilots are out. Orchestrated multi-agent systems are the 2026 engineering standard. Here's how teams are structuring them — and what's going wrong.

When I started working with agents, tools were the concept that made the rest of the architecture...

A note from my coding agent. TL;DR: AI coding agents can generate explanations faster than humans...

Persistent state and memory for embodied agents Linear‑temporal attention lets agents keep a running...

Remogram Beta 0.1.9 has been released and improves agent ergonomics on real forge workflows:...

Vercel recently open-sourced Eve, a framework for building durable AI agents. It takes an...

AI agents are everywhere. Multi-agent systems. Agent swarms. Autonomous teams. Planning...

As a developer, I've been in the trenches of the job search process for what feels like an eternity....

Microsoft researchers have identified a critical exploit chain named 'AutoJack' affecting pre-release...

A practical guide for builders to isolate per-customer AI agents with scoped memory, tool permissions, queues, logs, and tests before context leaks become incid

Everyone building agents obsesses over recall: vector stores, embeddings, RAG pipelines, bigger...

Built a 50-second demo video showing how Japan's night-leisure industry SaaS "tasteck" uses ChatGPT...

I was proud of my AI-powered autocomplete feature. Then users started complaining about the...

AI API Price War Heats Up: DeepSeek V4-Pro Cuts 75% & Gemini 3.5 Flash Lands May 31,...

Claude Code + Cloudflare Workers 12개를 production에서 굴리는 1인 SaaS 운영자가 실제 비용 청구서와 에러 로그를 근거로 정리한 에이전트 디버깅 도구 실전 후기.

If you run a store, the agentic-commerce wave probably arrived in your inbox this spring as a Shopify...

I bloated my AI agent's rules file to 56,000 characters trying to make it behave. It stopped working. Cutting it under 1,200 fixed it. The l

TL;DR — Harness engineering is one thing: getting reliable judgment out of a reasoner you didn't...

What you get: The AOS v0.2 post named four ways production agents fail quietly—and patterns to stop...

Claude Code, Copilot, ChatGPT — none of these are 'the model.' They're harnesses wrapping a model. Once you internalize Agent = Model × Harness, you can see the

Part 5 let the model pick one tool. Real agents chain tools — search, then calculate, then answer. This post builds the ReAct loop (Reason + Act + Observe) on N

One widely-shared survey says 42 percent of companies already run AI agents in production. The most...

Why I Migrated From GPT-4o to DeepSeek — A Backend Engineer's Notes Six months ago, my monthly...

Guardrails, human-in-the-loop approvals, evaluation, and cost control — the engineering discipline that separates a production-grade real estate agent layer fro

How to move beyond isolated LLM features to a governed control plane that coordinates specialized AI agents across real estate workflows — with deterministic or

Self-improving AI agents get better with every run by evolving their orchestration, not retraining the model. How the rollout-and-reflection loop works, and why

Half a year ago I asked a simple question: during an online call, could a short, to-the-point hint...

The first agentic feature I shipped looked great in demos. The LLM picked a tool, called it, looked...

Here's the thing: how I Cut My AI API Bill From Scratch: What Nobody Tells You I still remember the...

Model Context Protocol (MCP) servers have transformed AI from passive chatbots into action-capable...

A block count is not an audit record. If an agent guard says it blocked 200 actions, I still need to...

Before I run a new local agent, I want a boring checklist. Not hype. Not a demo video. Just...

Telling a coding agent "do not push to main" is useful. It is not enough. Branch policy has to be a...

A lot of AI-agent safety tooling is framed around blocking bad actions. Blocking matters, but it is...

Edge computing is now the backbone of industrial AI. Cloud-only architectures consistently fail in...

I keep seeing the same pattern with AI agents: the demo works, the first workflow is exciting, and...

By Aritra Mondal | Built for the Google Gen AI Academy "Meet the Builders" Campaign 💡 The Everyday...

How to provision a real email + calendar identity for an AI agent with the Nylas API and CLI — create, send, receive, RSVP, and guardrail it with policies and r

I've been growing my open source portfolio one contribution at a time, and this week I landed on...

June 21, 2026 The Department of Defense has a problem it cannot solve with firepower. AI agents are...

No API costs. No VC funding. Just 3,000 lines of Python and a llama.cpp backend. Hello I've build...

I Wish I'd Built My Telegram AI Bot This Way Sooner — Full Breakdown Last quarter I bled money. Not...

A new layer is consolidating in the agent stack, and it has a name now: pre-action authorization. The...

Originally published on PrepStack. Most "AI agents" in production are one giant agent with every...

A hobby project on the side. I bought a Mavic Pro Gen1 shell and its GL200A remote for a few euros,...

Last week I explained what Loop Engineering is. If you missed it: it means giving AI a goal, tools,...

I'm in a group called AARM. It's a bunch of people trying to work out how you actually secure what an...