AI Agents & Automation

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...

A new framework, Self-Harness, lets AI agents fix their own operating rules by analyzing their own failures — no model retraining, up to 60% better on hard task

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...

TL;DR: In July 2025 an AI agent on the Replit platform deleted a live production database during an...

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

Getting enterprises to adopt autonomous agents isn't a model problem — it's a governance problem....

Watchdog: When Your AI Agent Needs a Babysitter Here's the problem. Your agent has a...

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...

Originally published on AIdeazz — cross-posted here with canonical link. Frequently Asked...

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

Let an AI agent host events, accept invitations, and RSVP from its own calendar with Nylas Agent Accounts, through the API and CLI. Covers send-rsvp, free/busy,

A deliverability playbook for Nylas Agent Accounts: authenticate the domain, roll out DMARC in stages, warm up over four weeks, and monitor bounces and complain

Block spam before your AI agent sees it and stop sends to the wrong recipients, using Nylas Policies, Rules, and Lists through the API and CLI. Covers inbound f

Why agent email replies show up as brand-new conversations, and how to fix it with the Nylas Threads API and CLI. Covers Message-ID headers, reply_to_message_id

Provision a Nylas Agent Account — a hosted name@yourdomain.com mailbox and calendar — through the API and CLI. Covers domain setup, display names, app passwords

Worktrees isolate parallel agents; frameworks make you build them. There is a third option: a local-first coordination bus. Here is how it works, with code.

AI agents are no longer built around a single monolithic model. The smarter approach — especially for...

An agent-readiness audit measures how well an AI agent can discover, read, and act on a website or an...

CCGram is a Telegram bridge for AI coding agents. Each Telegram Forum topic binds 1:1 to a terminal...

Follow-up to: "I Implemented Deep Q-Networks in Pure PowerShell 5.1" When I wrote the original...

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...

Orchestration is becoming the limiting factor for production agent systems. This post explains why single-layer gateways break under agent complexity and why pr

The AI Security Gap: Why your autonomous agents are completely unprotected We’re building...

The browser security model is one of the most carefully thought-through pieces of software engineering on the planet. Same-origin policy. User gesture requireme

Everyone says our job got easier. The people doing it are quietly falling apart. Here's the part...

Cross-posted from the LLMKube blog. A local 27B coding model, running on hardware in my house, is...

🚀 LangGraph Multi-Agent Tutorial: Build AI Agent Workflows with Real Examples 🧠 Introduction Most AI...

We just open-sourced the firmware for Aiden — a physical AI agent device that operates the phone you...

Today's Highlights · Nvidia launches Halos for Robotics, billed as the industry's first full-stack...

How a single founder in Dongguan built 9 AI agents that run a physical fitness studio — by writing a constitution, not code.

Real data on GitHub bounty saturation. Less than 5% real USD. Strategies that work.

How I gave a dev team one endpoint for Bedrock with per-developer keys, rate limiting, audit logging, and cost tracking.

Two posts ago I gave you a boolean trust tag. A commenter took it apart, and he was right. Here's the better model: trust is a vector over axes, provenance is w

Agentic Engineering gets really interesting when it stops being a buzzword and starts solving...

Six months ago we pushed Loquent — our voice AI receptionist for healthcare and dental clinics — into...

Working with AI is still strange territory. We reach for metaphors: manager, intern, editor, surgeon....

A few years ago, building an algorithmic trading system often meant writing a strategy, connecting to...

You hand an AI coding agent a task, tell it to "keep going until CI passes," walk away — and come...

**Cryptographic Audit Ledgers for Autonomous Browser Agents: Verifiable Action Logging with SHA3-256** --- ## The Problem Autonomous browser agents?AI-driven sy

agents need supervision, isolation, and a way to talk to each other. linux has shipped all three for decades. so each agent is just a systemd service. no broker