AI Agents & Automation

Why proprietary APIs are insufficient for autonomous agents. We dive into the Model Context Protocol (MCP) using Monday.com to build reliable, secure workflows.

A reproducible, terminal-first way to check whether ChatGPT, Gemini, and Claude name your site for your buyers' questions — config, multi-run sampling with a co

When an AI agent runs for many turns, it eventually hits context limits and must compress or discard...

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...

Your agent doesn't have a memory problem. It has seven of them, and most teams have built two. Start...

There's a pattern I've been noticing in the AI tools space that bothers me. Developers and small...

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...

Greetings all! You might know me from my Snake AI ablation series where I spent an unreasonable...

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

Computer-use agents now clear two-thirds of everyday desktop tasks on OSWorld. The remaining third is mostly a trajectory, grounding, and evaluation data proble

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...

A live build log of a cross-border price-comparison agent — what shipped, what broke, and the 3 patterns we use on every integration. (LangChain + BuyWhere MCP,

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...

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...