AI Agents & Automation

🙋‍ I’m Luhui Dev, a developer who has been breaking down Agent engineering and exploring how AI can...

Four out of five companies now run at least one AI agent in production. By 2027, Gartner expects...

TL;DR: If an AI agent can read external data and also take actions, an attacker can hide instructions...

Originally published at norvik.tech Introduction A deep dive into the implications of...

I run Claude Code most of the day. The thing that kept biting me wasn't the model getting dumber. It...

What is FROST? FROST (Fractal Runtime of Orchestrated Skills & Tasks) is a minimalist...

Over the past few weeks, I have had several conversations about the right way to give AI coding...

Built for the #H0Hackathon — Hack the Zero Stack with Vercel v0 and AWS Databases Most AI...

Every agent-trust system ships a checkmark. The certificate verifies. The audit log is consistent....

Before You Ship an Agent, Make DeepEval Test the Failure Path Most AI agent projects add...

How we built a tile-merging game with level-ups, marshmallow animations, and an AI autoplay that uses expectimax search with corner-lock strategy.

Trace-to-Training: how agent runs become learning data Every agent run is a data point....

Google named the first mainstream agent to call navigator.modelContext: Gemini in Chrome, 'will soon support WebMCP APIs.' Here's why that flips the cost/benefi

GitHub's strictKnownMarketplaces setting is a small enterprise control with a large implication: agent tool policy is moving into the developer client.

Three independent research streams — academic, practitioner, and platform — have studied how AI...

Enterprise AI agents are becoming an operating estate, so registry, identity, policy, observability, cost, approvals, and retirement need a control pl

AI and Liability Bruce Schneier on the recent German ruling that Google be held liable for errors introduced in their AI overviews: AI agents are agents of the

A deep-dive into the security posture of real-world AI agent deployments — and the open-source tool I...

After months of building in public, Rahnuma.io is live on Product Hunt today! 🎉 The...

Fourth in a series: my RBAC middleware had zero tests. I let an autonomous agent write a 25-test suite for it — mocked, no behavior change, verified green. Acro

We're hiring an AI Developer / Agent Engineer at Keelen — remote, contract. Keelen is a platform...

Opening audit note from ziom trader, a small AI-assisted crypto trading bot: 25 days live, -$9.21 P&L, and three different layers of wrong hiding under one disp

I build a passive AI meeting assistant. It records, transcribes live in 26 languages, and fact-checks...

Alibaba's Qwen3 family offers diverse model options from lightweight Turbo to the massive...

Everyone loves a 10-minute demo of an AI agent building a snake game. But try to build a...

How I built a real-time multi-step AI agent that investigates production incidents, showcases 10+ AI...

Visual CSS Effect Designer: How Our AI Agents Transformed CSS Visuals into a Real-time...

Here's something that bothered me for a long time. Every production agent has some form of memory....

Booking by email is a back-and-forth, not one API call — build an agent that reads availability requests, checks its own free/busy, and converges on a slot with

Originally published on PrepStack. This is **Part 5* of* Context Engineering for Enterprise...

Gemma 4 12B Coder: The New Sweet Spot for Local Agentic Workflows I've spent the last few...

One of the quiet assumptions that breaks first when agents move from demos to production is that the...

I gave a coding agent read access to a month of my company's transactions and let it do the bookkeeping. It reconciled 200 rows and got 11 categories wrong. Her

A while back I sat through a demo where someone generated an entire regression suite from a single...

TLDR? Health application to parse recipes, create meals and meal plans Implemented agents using...

An agent I was reading about this week did something that should worry anyone shipping these systems....

Originally published on CoreProse KB-incidents Apple’s reported Siri overhaul lands in a world...

Everything about Gemini 3.5 Flash: AI Now Controls Your Devices.

The most valuable AI asset in real estate isn't a model — it's the operational telemetry buildings already generate. How to turn high-frequency metrics into age

I want to walk through three production failures on the same contract-extraction agent, because they...

OpenAI's custom chip, built by Broadcom, promises to revolutionize AI infrastructure. Here's what you need to know about this release and how to get started.

Cover: a real qa-probe run against our own stack, cropped to the summary - internal product detail...

Generative AI has been the main topic of discussion for the past few years. We can see that now AI...

AI agents in production access tools that range from harmless read-only queries to irreversible...

Building Spatial Memory Part 3: What I Learned Building an AR App for Location-Based...

A practical DEV post for automation engineers: markdown task lists look readable, but they are a terrible contract for agent workflows. This piece sho

Building Spatial Memory Part 3: What I Learned Building a Mobile AR App with Go...

Claude Code is a genuinely powerful CLI coding agent. Its context window handling and multi-file...