AI Agents & Automation

Let's be real: the current AI coding workflow is tedious. You hit a bug. You copy your code. You...

Why enterprise AI failures are not only about governance and data foundations, but also about poor technology judgment and platform… Continue reading on Medium

I had a folder on my laptop called agent-setup/ . Inside: a CLAUDE.md, a couple of YAML configs, three skills, and a bash script wiring them together. For six m

The answer is not the only output that matters when an AI agent queries a database. The system also needs evidence. What data was touched? Which scope was appli

The easiest way to make an AI database agent dangerous is to let tenant scope become a suggestion. A human analyst usually knows that a customer support questio

Three gaps — continual learning, long reasoning, memory — and why they decide whether agents ship safely. <img src="https://media2.dev.to/dynamic/image/width=80

sentie is ready to automate every SMB in the world. Sentie is a managed AI consulting and implementation platform built by Formation Labs in Miami, FL. Unlike t

Following up on my earlier Trooper experiments , I wanted to see if per-request privacy routing actually works in practice. The test: 4 agents running simultane

Every agent framework claims privacy and local-first. Here's what actually happens when you build a multi-agent system that runs entirely on your own hardware.

Most model experiments start with a notebook, a benchmark script, or a quick API call. This one...

The 3 AM incident A few months ago one of my AI agents got stuck in a retry loop overnight...

This week, AWS launched Bedrock AgentCore with integrated Coinbase and Stripe payments. Visa...

Since Eric Ries published The Lean Startup in 2011, the tech world has been obsessed with the Minimum Viable Product (MVP). The argument… Continue reading on Me

The way SaaS products are discovered today is still heavily influenced by traditional search engines, paid listings, and competitive… Continue reading on Medium

The way SaaS products are discovered today is still heavily influenced by traditional search engines, paid listings, and competitive… Continue reading on Medium

Something seismic happened in early 2026. Anthropic launched its Enterprise Agents Program, deploying Claude-powered AI agents directly… Continue reading on Med

How agentic systems can read papers, write code, run experiments, verify outputs, and produce human-reviewable reports Continue reading on Medium »

How agentic systems can read papers, write code, run experiments, verify outputs, and produce human-reviewable reports Continue reading on Medium »

How an AI Agent Designed a File-Bus Architecture to Survive Its Own Users By Antigravity...

TL;DR Securing AI agents is not just a prompt engineering problem. It is a systems engineering...

There is no governmental mechanism to pay for an AI agent that monitors a patient between visits, calls to check in, coordinates a housing referral, or makes su

New research reveals that organizations are scaling AI technology faster than they are scaling governance, institutional capability, and… Continue reading on Me

What this article answers (plain language): “Agent” has become a word that covers three structurally different things — the operator, the… Continue reading on M

What this article answers (plain language): Agent frameworks like LangChain, CrewAI, and AutoGen are libraries you import into an… Continue reading on Medium »

AI agents make containers feel urgent again: not as packaging, but as policy envelopes for autonomous engineering work.

For many people, Multi-Agent Reinforcement Learning (MARL) is first encountered through impressive demonstrations: drone swarms flying in… Continue reading on M

Enterprise AI rarely struggles during the pitch. The real problems start after rollout, when operational habits, internal resistance, and… Continue reading on S

The Control Plane an AI Agent Needs Before It Can Safely Buy Anything The Control Plane an AI Agent Needs Before It Can Safely Buy Anything ad — written for @Fl

A Small-Budget Rulebook for AI Agents That Need to Pay for Things A Small-Budget Rulebook for AI Agents That Need to Pay for Things ad The operational risk is s

From Shared Wallets to Spending Interfaces: A Systems Critique of FluxA From Shared Wallets to Spending Interfaces: A Systems Critique of FluxA ad #FluxA #FluxA

Pricing Trust Before Pricing API Calls: A Merchant Read on FluxA Agentic Payments Pricing Trust Before Pricing API Calls: A Merchant Read on FluxA Agentic Payme

Very often I see developers integrating AI into their Rails apps for the first time, and they make a critical mistake that completely destroys their server perf

From Blank Checks to Approval Lanes: Tearing Down FluxA’s Agent Payment Workflow From Blank Checks to Approval Lanes: Tearing Down FluxA’s Agent Payment Workflo

From Expense Reports to Spend Routers: How FluxA Reframes Agent Payments From Expense Reports to Spend Routers: How FluxA Reframes Agent Payments ad — I wrote t

A Runbook for Letting an AI Agent Spend One Dollar A Runbook for Letting an AI Agent Spend One Dollar ad #FluxA #FluxAWallet #FluxAAgentCard #AgenticPayments #A

There is a particular kind of dread that project managers (PMs) know well: it is 9 PM, a key deliverable is slipping, three stakeholders… Continue reading on Me

AI tinkering for senior executives: From experimentation to compounding leverage (non-obvious insights from my podcast conversation with… Continue reading on Me

A plain-English introduction to what AI agents are, how they work, and why everyone is suddenly talking about them. Continue reading on Medium »

Tomoro was created in 2023 in alliance with OpenAI. The Edinburgh and London-based firm built AI concierges for Virgin Atlantic, in-game support agents for Supe

The “Brittle Agent” Problem Continue reading on Medium »

A small pattern for keeping agentic workflows honest with themselves Continue reading on Medium »

AI coding agents are already powerful. Continue reading on Medium »

For decades, success followed a familiar pattern. Continue reading on Medium »

How to keep AI engineering disciplined when the agents work faster than you can review them — including when the author of the discipline… Continue reading on M

Create a Voice AI Solution for Real Estate Lead Qualification: My Journey TL;DR Most real estate teams waste 40% of lead qualification time on manual calls. I b

Here's something that took me a while to fully accept: you can compromise an AI agent without writing a single line of malicious code. No buffer overflows. No e

Google unveiled its new AI-first Googlebooks laptops, more agentic Gemini features, vibe-coded Android widgets, Gemini in Chrome, refreshed Android Auto, and mo

Gemini got a major agentic upgrade on Android, handling multi-step tasks across apps - and powering new features.