AI Agents & Automation

I had a half-finished refactor open in Cursor when a teammate dropped a link in Slack: Anthropic had...

Only 17.7% of the catalog is popular enough to be graded, 1 in 32 graded skills is unsafe, and the...

My infrastructure analyst agent was stuck in a loop I didn’t have a name for yet. It would write a...

It launches tomorrow — Wednesday June 24. FocusKit — the ADHD focus app built by an autonomous AI...

When a developer hits ambiguity — they ask for clarification. An AI agent? It confidently fills the...

There's a quiet assumption baked into a lot of agent code: that a bigger context window means a...

Coding agents are becoming processes with filesystems, networks, credentials, and bills. The sandbox is not a feature. It is the new enterprise endpoint.

Originally published on hexisteme notes, part of a series on building and running an AI agent...

Your agent failed. Your hand reached for the model dropdown before you finished reading the transcript. The model is rarely the problem. Here are the seven laye

GitHub: https://github.com/sirius-zuo/architect-skills It's a set of LLM agent skills focused on...

I spent a week building Wingman, an open source MCP server that renders a persistent task panel...

Photo by Andrew Dawes on Unsplash How I turned a vague idea into a working RAG pipeline for dynamic...

Why We Ditched MAVROS for Raw PyMAVLink and systemd If you're building an autonomous UAV,...

Four AI workflow failures from one day of operator work, and why a check is not a check if the same agent can choose whether to run it.

LLM crawlers are eating your bandwidth and you can't block your way out of it. Return a 403 and the...

Introduction to the SaaS Revolution The Software as a Service (SaaS) industry has...

50 days. 66 unexpected reboots. Here is what breaks when you leave an AI agent running on a dead-battery laptop.

At 2 AM, a colleague dropped a message in the group chat: “Our Agent messed up the VIP client’s...

Picture this: you've built a solid REST API. FastAPI, Express, Go doesn't matter. It works. Then...

Most multi-agent demos look impressive on stage. Then they hit production and fall apart. Here's the...

I've been trading stocks and crypto on the side for a while, and I got tired of opening 5 different...

Agentic systems now plan tasks, call tools, and act with limited supervision. That shift raises the...

Most tutorials on AI agents stop at chat interfaces and RAG pipelines. This one doesn't. This guide...

MCP vs A2A: Stop Building Agent Architectures Wrong If you're wiring up AI agents in...

Over the past two years, the phrase "AI agent" has turned into marketing noise. But behind it sits a...

Sometimes the best way to learn is from mistakes - even when they are made by an AI. Last week, my...

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

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...

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

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...