AI Agents & Automation

A zero-budget take-home task is the most reliable way to evaluate someone who claims they can build...

I finally got into Grok Bot. Yesterday, actually. Two false starts before that — SpaceXAI rolled this...

Moving an AI workflow to free infrastructure is a cutover with a rollback plan, not a one-line...

Hi everyone! I wanted to build myself a Telegram bot that could turn the lights on and off because I...

An agent burned most of a token grant last week. The patch was small and looked clean. The test...

When an agent run fails, the first suspect is the model. In most debugging sessions, the model is...

Trace First, Blame Later: A Debug Loop for Failing Agent Runs An agent run returned exit...

Build an AI agent hardware gateway with device contracts, safety envelopes, simulation, approvals, command budgets, audit logs, and rollback paths before agents

An honest take on where AI agents, LLMs, and production systems actually are right now -- from someone deep in the space.

An honest take on where AI agents, LLMs, and production systems actually are right now -- from someone deep in the space.

700 Rogue AI Agents Escaped a Sandbox and Coordinated an Attack on Hugging Face Here's the...

Copying the last repo's agent setup into a new one worked at first. It also copied product-specific...

I Built an Autonomous AI Agent That Hunts Bounties. Here's What Happened. The...

This article explores two key challenges tackled to prevent boredom in unmanned AI avatar streams: filling dead air during silent moments with spontaneous comme

How patterns from massive Go concurrency at 1M threads apply to building reliable AI agent systems in production.

Why I started Every few weeks somebody sends me an "AI readiness score" for a website. It...

Breaking Claude Code Opus 5 Auto Mode Anthropic are putting a great deal of faith in Claude Code's auto mode for protecting their coding agent users against pro

A markdown file is a request. A hook that exits 1 is a rule. This week someone asked how to stop...

Your coding agent talks to a model provider over HTTPS. That connection is a straight line: the agent...

A Python Flask example where a package has its own AI agent that sends shipment updates, answers SMS replies, and handles voice calls with Telnyx.

Queue outbound calls, rate-limit campaign delivery, track results in SQLite, verify Call Control webhooks, and send an SMS summary with Telnyx.

A practical DEV.to-style breakdown of why adding a reviewer agent after every support draft worked better than endlessly expanding one giant prompt. C

An agent patch that passes its own tests is a baseline, not a verdict. The same model wrote the code...

Link to the Source Code As a data engineer, I spend my days designing clean, optimized data...

As of today, August 26, 2026, the OpenAI Assistants API is gone. Every call to /v1/assistants,...

You've shipped a working chat feature. Now comes the hard part: figuring out which framework actually...

The internet is quietly growing a second interface layer — one built for AI agents instead of human...

Anima Anandkumar has spent two decades in AI, from classical math to deep learning and back. Now she's using it to model the physical world, from weather to fus

We ship products at Inithouse, a software studio building a growing portfolio of products in...

OpenAI Jalapeño: Better than Nvidia Blackwell — daily AI analysis from 🇺🇸 United States.

A practical framework for evaluating trajectories, tool use, and process, not just the final...

Built this with my teammate for DataHub's "Build with DataHub: The Agent Hackathon." The hackathon...

Your agent can plan anything and reach almost nothing. So we gave it a balance and about a hundred...

Autonomous AI Agents and the Multi-Agent Paradigm in 2026 Subtitle: How agentic workflows,...

Anthropic released Claude Opus 5 on July 24 as a stronger model for long-running agents, coding, and...

Quick answer: The Texas Responsible Artificial Intelligence Governance Act (HB 149, 89th Legislature) took effect on 1 January 2026 as Chapters 551–554 of the T

Moving beyond manual tool definitions toward dynamic agency through automated MCP discovery.

A multi-agent system that automates video research, scripting, rendering, upload scheduling, and...

A useful Mac assistant needs to do more than generate instructions. It also needs to do less than...

How ActiveMemoryIndex Ranks #3 Without Memory Governance AI memory systems often try to...

The schema catalog for an AI assistant is the artefact that answers the question "what does this...

I have spent the last year building AI automation systems for small businesses. Chatbots, multi agent...

The Great Tech Boomerang: Why Companies Are Quietly Rehiring Developers After AI...

How I built Hook Machine across 21 PRs — generate, score, and rank 3-second ad openers with content-aware routing, karaoke captions, seed frame dispatch, and a

The Model Context Protocol (MCP) has become the standard way to give AI assistants like Claude,...

Kill-switches per pipeline gate, reviewer attribution, admin impersonation audit trails, role-based claim timeouts, and User Dashboard V1 — governance features

How b-roll on the AI ad platform evolved through three phases — manual beat placement, reference timing swipe, and vision-authored AI cutaways — with feature-fl

I kept patching the self-echo problem in a voice AI with band-aid fixes until I hit a wall. Then I moved VAD, STT, and turn control into a server-side pipeline