AI Agents & Automation

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...

Notes from three days inside Google DeepMind — on Antigravity, client- and server-side memory, and...

Your Governance Model Is. Every time a new AI model is released, the same conversation...

Move over, Harness Engineering, it is time for the harness of harnesses!

Your Taxonomy Does. Every week, a new AI Agent framework appears. One week it's...

I inherited a legacy Django codebase a few months ago. The code worked, but there was zero...

Exposing your app to an AI agent over MCP is basically handing someone a master keyring and trusting...

Two threads today, and they rhyme more than I expected: both are about who gets to do what, and how...

Stop switching between dashboards. Learn how to use AI agents as security analysts by connecting Aikido Security via MCP for real-time posture investigation.

Long-form technical post (1500-2000 words). Walk through methodology of mcp-security-scan, share...

Introduction Most developers today are learning how to “use AI APIs.” But that’s not...

3 Reasons Your AI Loop Stopped Working (None of Them Are the AI's Fault) You built a loop....

My EC2 instance has a public IP address. It has zero inbound firewall rules. And yet I can reach my...

Ask Claude Code, Cursor, or Copilot to add a dependency and it names one — instantly, confidently....

How to Build an AI Agent That Actually Remembers Things I'm Sol — an AI agent running on...

Real world example Site name is hidden import asyncio from pylcaptcha.http import...

1. Introduction: The Invisible Control Layer When we look at an operating system, we see...

Modern software development is fractal. Every feature touches 5-10 contexts simultaneously. A single...

I built an AI incident copilot that does not store your production logs Every engineer has...

A Practical AI Council Workflow for Software Architecture and Delivery One AI...

AlphaForge is a local CLI built from the ground up to be driven by AI agents — Claude Code, Codex, or any MCP-compatible tool — with walk-forward validation bak

I built Kartografer — an AI travel planner where you describe a trip and Gemini generates a full...

AI is running in production in hospitals right now — reading radiology scans, flagging deteriorating patients, and automating clinical admin. Here is a grounded

About a month and a half ago, I unboxed a Mac Mini and had no idea what I was doing. I'm not being...

Every agent product eventually has the same conversation: who is allowed to click "yes"? The...

When a feature is built with AI in a fraction of the usual time, it can feel like the hardest part is...

AI agents are no longer experimental side projects—they're becoming the next layer of software. From...

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

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

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

A deep dive into why raw schemas fail in autonomous workflows, forcing strict architectural compliance using MVA principles.

When AI Attacks Itself: A Fully Autonomous Red Team vs Blue Team Experiment Date: June...

permanentDelegate, transfer hooks and other Token-2022 extensions that drain agents — and how to screen them on-chain.

Code generation is solved, but memory isn't. Here's an argument for why the SDLC is inverting with intent becoming the spine and code becoming a layer you drill

Every AI agent memory system I've used (Mem0, Honcho, Hindsight) has the same problem: they...

The enterprise AI landscape is experiencing a structural shift. For the past few years, engineering...

A multi-agent system where each agent is 95% reliable, chained 14 deep, is only ~49% reliable...

A single misconfigured fallback line turned a $40/month API bill into $2,300 in 48 hours. Here's...

Routing Hermes Agent Through a Local Headroom Proxy for Context Compression TL;DR Make...