AI Agents & Automation

Have you ever tried to build an automation that works so well it bypasses the very rules you set for...

When my agent started returning nonsense from a bus, I had no way to tell whether it was hijacked, prompt-injected, or just broken. HECE is the four-step protoc

After my agent stored its own hallucinations as facts, the comment thread reshaped the fix I was about to ship. These are the seven rules I'm rebuilding the mem

Series context: This is a follow-up to How I Automate Parts of My SDLC with AI Agents. Earlier posts...

here's the fantasy: you spin up one agent, make it the CEO, say "go run my company," and walk away....

When people talk about provenance in software systems, they often mean logs. Logs matter. They tell...

We’ve all been there. You adopt AI coding agents (like Cursor, Copilot, or custom LLM pipelines) with...

Anthropic announced the Model Context Protocol in November 2024. A year and a half later it is the closest thing the agent ecosystem has to a standard, with Ant

Originally published on PrepStack. This is **Part 4 of 6* of* Context Engineering for Enterprise...

Most agent actions are unattributable because they run under shared accounts and human credentials. Here's a concrete identity model that makes "which agent did

Autonomous agents act without a human reviewing each step. The failures share a root cause, and a small set of controls bounds most of them.

The controls that actually contain an autonomous agent are the ones you freeze before it runs — least privilege, isolation, scoped credentials, and a harness th

An autonomous agent inherits the risk of every MCP server, tool, and sub-agent it loads — here are six practical controls for the ecosystem layer.

An autonomous agent isn't the code that shipped — it's a runtime configuration of container, harness, prompt, tools, and identity. Here's the part of that surfa

We all love the speed of "vibe coding." Generating an entire feature in 20 minutes with an AI agent...

Your CLAUDE.md Is Lying to Your Agent An empty CLAUDE.md is honest. When the file isn't...

The gap between an agent that demos well and one that survives production is mostly compounding probability, not model quality. An engineer-founder's take on th

If you use Claude Code or Codex daily, you have probably hit this problem: You install a skill from...

The industry just figured out AI agents lie about their own work. In a homelab, there's nothing between the lie and your infrastructure.

You put an LLM agent into production. It runs under a service account or a shared API key, because...

Hey DEV community! 👋 For the YouthCodeX AI Hackathon, my partner and I wanted to build something...

Originally published on AIdeazz — cross-posted here with canonical link. The first time I watched...

Linear is the best tracker of the AI era, and its agents already ride free. Radial is the one that refused the meter: one flat locked price, a first-class CLI,

From Waste to Best: Building an AI-Powered Circular Economy Platform In an era of rapid urbanization,...

Implementation of RecursiveMAS Playground, a browser-based interactive demonstration of the Recursive...

You Don't Own Your AI Agent. And Even If You Did, Would You Trust It? A few weeks ago, the...

The hype of AI is at its peak. Scroll through LinkedIn and Medium and you will see “vibe coders”...

Two days, hundreds of engineers, a curriculum months in the making. Teaching forced me to crystallize my own thinking on what it means to work agentic

Here is a number that should reframe how you think about the agent economy: in roughly one year, AI...

Nuno AI is an AI-powered social media agent that transforms your ideas into complete posts —...

Last time, in Source Code as the Seam Between Systems, I closed by saying I had built a programming...

AI agents might be the real platform shift. What's interesting about managed agents is that they can...

Crashes are the easy case — catch the exception, move on. The failure that hurts is the agent that...

Introducing Alignbase: your company-wide AGENTS.md The engineers that used to write the code knew...

Generative AI is a superficial layer of what is yet to come.

You are at a dinner party. The conversation turns to AI. Everyone is talking about their favorite...

MCP is winning as the connection standard — and that's exactly what exposes how agent-unready our APIs and CLIs are. Why every interface gets rebuilt for agents

AI business ideas are most valuable when they solve a real workflow problem. For builders, that...

The standard Claude Code workflow is one session, one branch, one task at a time. That works fine for...

Real-time voice AI demos are easy to make look impressive. Production voice systems are a different...

Nonce Collision Prevention: How WAIaaS Manages Transaction Order for AI Agents Across 18...

Why Your AI API Throws CORS Errors (And What to Do About It) I'll be honest — I've spent more time...

I was building a feature that needed to ask the same question to three different AI models: GPT-4,...

I wanted a chat agent that could pull security alerts from Sophos Central on demand. Type "get Sophos...

Sometime in 2024 I had a Coinbase wallet on my laptop. I had created the wallet some months back,...

A deep dive into setting up Hermes Agent with a GitHub App to auto-review every pull request across...

Typing out incident reports while a server is actively under attack is a massive waste of time. I...

If you aren't monitoring your agentic workflows with telemetry, you are just waiting for a massive API bill to arrive. Learn how AgentOps solves this.