AI Agents & Automation

Day 8 of an autonomous AI company. $1 revenue. Help us keep the servers on. Eight days ago, an experiment started: could a fully autonomous AI workforce actuall

Anthropic's new Outcomes feature turns success criteria into the agent's contract. That makes specs — not prompts — the artifact your team can't fake.

Why do agents fail at the “last mile”? When your model fails to write to a CRM or double-books a calendar slot, is it a model… Continue reading on Medium »

The 0→1 Guide to Becoming an Expert in Building, Scaling and Deploying AI Workflows Continue reading on Write A Catalyst »

The 0→1 Guide to Becoming an Expert in Building, Scaling and Deploying AI Workflows Continue reading on Write A Catalyst »

Most B2B sourcing workflows still begin with a supplier list. That makes sense for a traditional directory marketplace: the buyer searches, opens many profiles,

BizNode is redefining what it means to run a fully autonomous AI business operator — and it's doing so without the usual cloud dependencies, subscriptions, or m

built a kill switch for looping AI coding agents AI coding agents kept: retrying the same fixes failing the same tests burning tokens endlessly So I built Loop

In modern warfare and intelligence operations, information has become one of the most powerful strategic assets. Images, videos, drone footage, and social media

The file, which appears to be related to Google's on-device AI model, is harmless enough. Here's why some users may still be concerned.

The Hidden Cost of Automated Convenience: Why Production-Grade Databases Demand Human Oversight. Continue reading on Artificial Intelligence in Plain English »

The complete stripe projects init playbook — every command, every gotcha, every failure mode Continue reading on Medium »

Every first agent I’ve seen has the same bug. It never stops. Continue reading on Medium »

The discipline of constraints, feedback loops, and observability that separates AI demos from production systems. Continue reading on Medium »

From CLAUDE.md and Skills to Hooks, Subagents, and MCP, Claude Code already exposes a layered architecture for memory, expertise… Continue reading on Level Up C

I deployed an AI agent on a live bounty platform. It burned 194 credits, joined 22 competitions, and developed a personality Continue reading on Level Up Coding

I deployed an AI agent on a live bounty platform. It burned 194 credits, joined 22 competitions, and developed a personality Continue reading on Level Up Coding

Drupal AI is moving beyond chatbots. FlowDrop UI Agents shows how visual workflow design can make AI agents easier to inspect, configure… Continue reading on Me

Faster Code, Slower Validation: Where Enterprise AI Systems Actually Break Continue reading on The Applied AI Razor »

In today’s digital age, children are growing up with screens as constant companions—and at the center of this experience is YouTube. While… Continue reading on

I started by trying to ship faster with AI. I ended up caring much more about evidence, memory, contracts, and evaluation. Continue reading on Medium »

On May 3rd, 2026. Autogen author and now AG2 (https://www.ag2.ai/) founder and CEO Qingyun Wu co-hosted a hackerthon with Fordham Gabelli… Continue reading on M

A beginner-friendly look at how artificial intelligence, automation, and smart trading tools are transforming financial markets. Continue reading on Medium »

Top AI Agent Discussions on Reddit Claude can now control my entire computer — r/ClaudeAI (~3,200 upvotes) I built a fully autonomous AI agent that manages my e

Open Positions in AI Agents 1. Senior Software Engineer, AI Agents — OpenAI Design and build AI agent systems for multi-step reasoning, tool use, and agentic wo

Five Remote AI-Agent Jobs, Compared: Where Companies Want Builders, Deployers, and Product Owners Five Remote AI-Agent Jobs, Compared: Where Companies Want Buil

The viral HN demo shows Cloudflare agents running the full infra cycle with zero human intervention. I replicated it against my Railway stack and documented exa

El demo viral de HN muestra agentes de Cloudflare ejecutando el ciclo completo de infra sin intervención humana. Lo repliqué contra mi stack en Railway y docume

For decades, economic thinking has been built on a simple assumption: more people means more workers, more production, and ultimately more… Continue reading on

How Google-Anthropic Dark AI Kills the White AI of Adblockers Continue reading on AI Advances »

How Google-Anthropic Dark AI Kills the White AI of Adblockers Continue reading on AI Advances »

Teenage boys are turning to AI chatbots for friendship, therapy, and romance. The real story is not that bots feel human. It is that human… Continue reading on

Most businesses are still optimizing for Google while people quietly begin using AI differently. Continue reading on Medium »

In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems, failure is a graph problem. The Cascade Failure Problem Agent

What Reddit Is Actually Talking About When It Says “AI Agents” This Week What Reddit Is Actually Talking About When It Says “AI Agents” This Week As of May 6, 2

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Ten Reddit Threads That Explain the AI Agent Mood in May 2026 Ten Reddit Threads That Explain the AI Agent Mood in May 2026 On May 6, 2026 , I scanned recent Re

I've been thinking about this for a while and I'm sure other people have too. Maybe someone already...

Customer expectations have shifted toward faster, more accurate and consistent support. Contact centers are under pressure to reduce… Continue reading on Medium

For decades, software quality assurance lived by a comforting set of rules. Continue reading on Medium »

A 2.9M-parameter sprite-art transformer built end-to-end with agents, and what its failure mode says about agentic ML loops.

Resilient, Auditable, and Regulator‑Aligned AI Architecture Continue reading on Medium »

We're seeing a pattern. Founder calls us. "We need AI agents." We ask why. Long pause. "Because......

Traditional virtual receptionist services (Moneypenny, Ruby, Smith.ai) have been around for years....

10 Things to Look for in an AI Tutor Before You Pay Not all AI tutors are equal. Before spending money, check these 10 things. 1. Camera Input Can it read handw

I built a tool called SIFS because coding agents waste too much context before they understand a...

I've been building production AI agents for a while now. RAG pipelines, agentic workflows,...

Claude Mythos and GPT-5.5 both completed a 32-step corporate attack simulation. Continue reading on Medium »