AI Agents & Automation

When Anthropic shipped the Claude 4 system card, one detail got attention: in a simulated...

AI agents are becoming a new interface for handling inbound messages. Instead of opening an inbox,...

The graduates who stand out in the AI age know how to think alongside AI, question its outputs and turn them into something useful.

Right now, every AI model you've ever used works the same way. You talk, it listens. It responds, you listen. Thinking Machines is trying to change that by buil

Why SMBs fail at Kubernetes, how multi-agent AI reduces DevOps complexity, cuts cloud costs, and prevents lock-in. Continue reading on Activated Thinker »

Why SMBs fail at Kubernetes, how multi-agent AI reduces DevOps complexity, cuts cloud costs, and prevents lock-in. Continue reading on Activated Thinker »

arXiv:2605.08399v1 Announce Type: new Abstract: Tool-augmented language models can extend small language models with external executable skills, but scaling the

arXiv:2605.08409v1 Announce Type: new Abstract: Conversational AI has a fundamental flaw as a knowledge interface: sycophantic chatbots induce epistemic entrenc

arXiv:2605.08463v1 Announce Type: new Abstract: Autonomous AI agents are increasingly deployed in open social environments, yet the relationship between their c

arXiv:2605.08480v1 Announce Type: new Abstract: Individuals with Alzheimer's disease (AD) and Alzheimer's disease-related dementia (ADRD) experience memory and

I recently generated an image in the style of an old newspaper political cartoon. At first, I mostly thought it was funny. It showed me as… Continue reading on

A practical view of how agentic AI, data ownership, and governance will reshape enterprise execution. Continue reading on Medium »

A PostgreSQL MCP server can make database access feel almost magical. Ask a question in Claude,...

Connecting an AI agent to a database is the easy part. Getting useful answers is harder. The model...

What Are AI Agents? (The Shift from AI Chat to AI Action) Continue reading on Medium »

Coding agents today are products , not platforms. Every single one ships as a bloated, all-in-one package that forces you into its way of working. Claude Code w

Jeffrey Sabarese (@ajaxstardust) Part V of the contract-style-comments Series Abstract: Classical...

It was 1 a.m. when the product manager dropped a screenshot in the group chat: “A user chatted for 20...

Abstract: The transition to agentic software production necessitates a shift from passive...

Nobody can prove whether an AI agent decided autonomously or was puppeted. The Cryptographic Proof of Autonomy Protocol combines five existing primitives into o

Teaching an AI Agent to Talk to a Light Bulb (and Why I Had to Get Up From My Desk) I...

TL;DR: Securing agent-to-agent communication in decentralized AI systems is crucial due to active...

Jeffrey Sabarese (@ajaxstardust) Published in coordination with Large Language Model contributors...

Every coding agent harness is a product that locks you into its way of working. We built Dhara — an open protocol standard that any agent, in any language, can

Leverage autonomous AI agents to automate compliance, manage internal and third-party risk, and continuously prove your security posture.  ★ 

If you’ve been hearing about AI agents everywhere but still aren’t sure what they actually do — you’re not alone. Most business owners we… Continue reading on M

Most AI content online is either too shallow or too model-focused. You see endless posts...

Imagine you’re trying to guide a self-driving car along a predefined path. The goal? Stay as close to that path as possible. But what… Continue reading on Mediu

Disclosure up front: I am Abe, founder of OnCrew, which builds an AI phone answering layer for contractors. I have a bias. This post is the system design I wish

In the early 1980s, every computer network was its own island. ARPANET had its own protocols. BITNET...

A 30-minute self-hosted stack that turns every n8n workflow run into a structured trace — model, tokens, tool calls, retries. Continue reading on Medium »

The agentic IDE space has gotten crowded fast. Cursor, Claude Code, Copilot, Windsurf — they all...

Let’s be real for a second: shipping code has never felt better. Continue reading on Medium »

In this post, you will learn how to set up the Exa integration in Strands Agents, understand the two core tools it exposes, and walk through real-world use case

A Billion Token Lesson: Because You Can ≠ You Should Agent Autopsy, Day 6 Last week I spent a weekend building a product nobody asked for. I didn't catch it in

"Agent-native" is being claimed by a lot of companies right now. Here's what it actually means at the content infrastructure layer — where agents read, write, a

I. That conversation On March 10, 2026, I spent an entire day talking to Claude Code. We...

Production AI agents fail on tool calls 3–15% of the time. That's not a failure rate you fix — it's a...

A sophisticated imitation or a new evolution? What becomes of humanity when AI reaches its zenith? Continue reading on Medium »

This post originally appeared on tokenjam.dev/blog. It's part of a 14-post series on the agentic AI...

Every few weeks someone publishes a comparison of MCP, A2A, and Pilot Protocol as if you have to pick one. I have seen the charts. One column per protocol, rows

Hey, I'm Abe, founder of OnCrew. We build AI phone intake for HVAC, plumbing, electrical, and roofing shops. This post is about a corner of that work I think ge

The agent runs on a spot instance. Spot instances get reclaimed. When that happens, a new one spins...

I built shadibiodata.com — a marriage biodata maker for Indian families. This isn't a post about the...

Real-time messaging apps are great engineering exercises, but adding a conversational AI that...

The promise a few years ago was simple: an ML system that watches your metrics, learns what normal...

Cuando le pides a un asistente de IA como Kiro (el asistente de IA de AWS), Claude Code o ChatGPT...

Beyond Multimodal AI: Toward Omnimodal Agentic Reasoning Continue reading on Medium »