AI Agents & Automation

Day 1, 4:02 p.m.: a customer asks your agent a billing question and gets an answer. Day 6, 9:30 a.m.:...

Every project I touch lately ends up needing the same awkward thing: a reliable way to pull the web...

Cloud AI & Dev Updates: Agent APIs, MCP Infra Patterns, and Local Model Strategies ...

I always wanted to understand: is artificial intelligence truly capable of solving problems not just...

LangChain agents are built on LangGraph: the model calls tools in a loop until it returns a final...

Anthropic named the advisor strategy in April. Tobi Lutke made it viral in May. HazyResearch formalized it earlier. One cost-curve frame unifies all three: chea

Six months ago my cousin was applying to 50+ jobs and getting no callbacks. His resume looked fine....

muster is a conformance harness for the agent-file stack. It checks each file an agent is built from against its spec, and checks whether the model actually beh

Quick Tip: How to Choose the Right Model for Slack AI Workflows in 2026 I've been running...

If you’ve wired up an autonomous coding agent in the last six months, you’ve probably given it more...

I've spent the last while building Trigix — an open-source (MIT), self-hostable workflow automation...

How to easily bootstrap and register a memory/RAG Model Context Protocol (MCP) server for local coding agents like Codex and Claude Code using an automated setu

Durante años hemos desarrollado habilidades que van mucho más allá de encontrar respuestas....

When I first introduced the Sovereign Systems Specification and released the initial foundation of...

OpenAI announced an AI agent phone in April 2026. Qualcomm and MediaTek are building the silicon. The...

A customer emails your support agent at 9:14 a.m. At 9:15 they get a helpful reply. At 9:16 they get...

A refund request lands in your support agent's queue. The knowledge-base match comes back at 0.91...

Every infrastructure team has a graveyard. Service accounts nobody remembers creating. API keys that...

AgentMail webhook creation can look done after a 200 OK. The real test is whether the persisted webhook is still scoped to the inboxes you sent.

AI agents are getting better at reasoning but they still struggle with one thing: structured input....

The AI industry is obsessed with model upgrades. Every week we see larger context windows, faster...

Dapr 1.18 adds verifiable execution for autonomous AI agents on Kubernetes. Cryptographic proof, signed traces, and compliance for regulated industries.

Clearbit's free API shut down April 30, 2025. The replacement (HubSpot Breeze Intelligence) requires...

Every time I open an unfamiliar codebase, I end up repeating the same process: Explaining the...

How I built a real-time automated trading system that monitors BTC, ETH, SOL, and XRP...

Picture a “helpful” agent that can refund any order or delete any database row the moment the model...

Juggling OpenAI, Anthropic, and Google SDKs means three auth schemes, three response shapes, three failure modes. Here's how to collapse them behind one OpenAI-

Google's ADK Python 2.0 is GA with 20K+ GitHub stars — here's how to build, harden, and deploy your first AI agent beyond the happy path.

Your agent worked brilliantly in the demo. It generated clean code, wrote tests, even added...

TL;DR Provider invoices aggregate by model and billing period. They cannot tell you which...

Here is a problem I hit building a long-running agent: I needed to inject a new instruction partway...

Today's Highlights · Alibaba launched Qwen-Robot (Alibaba's embodied AI series), its first embodied...

Talk to enough SaaS founders and you get the same shrug. EU AI Act? That's OpenAI's headache. You...

The SDLC didn't get faster, it got different. How agentic engineering, context engineering, and the factory model reshape software delivery in 2026.

Rent the Intelligence, Own the Memory On Friday, a single government letter pulled a...

Last Friday, the U.S. Commerce Department sent a letter to Anthropic. By that evening, Fable 5 and...

A story about an AI content moderation system that flagged 347 posts since launch — and what...

If you build infrastructure for AI agents, the NSA's May report on MCP security is the most important...

Static API keys in client config are the easy way to authenticate an MCP server and the easy way to...

An MCP server exposes tools. delete_repository, create_charge, execute_query. The agent calls...

Anthropic just published how they contain Claude. The number that should stop every platform team:...

Something subtle has been happening in the organizations I work with over the past eighteen months....

When deploying autonomous AI agents in production, securing their tool access is the most critical...

Microsoft just open-sourced the Agent Governance Toolkit — nine packages covering policy enforcement,...

Most teams building AI agents start with prompt guardrails as their safety strategy: write rules in...

Accounts payable teams spend an average of 3.7 minutes manually processing each invoice. At 200 invoices per month, that's 12+ hours of data entry. Here's how t

For a long time now the news and the roundups have all said the same thing. AI will take away the...

It starts innocently. You give your agent access to Slack so it can post a daily standup summary....