AI Agents & Automation

Why your tech stack doesn’t matter when building multi-agent systems. Learn the three architectural principles that determine reliability: state, context, and c

Building AI systems where quality, latency, and cost must coexist Continue reading on Hacking Analytics »

Most AI coding tools have a weird hidden cost: They use an LLM to decide what another LLM should do next. That means you are spending tokens on routing , not ju

Barry Diller defended OpenAI CEO Sam Altman, while warning that AGI remains an unpredictable force needing guardrails.

In April, Ukrainian President Volodymyr Zelensky announced that his forces had, for the first time in the history of warfare, seized an enemy position using onl

Microsoft's Bing team published a framework describing how grounding for AI-generated answers differs from traditional search across five measurement areas. The

Modern AI coding agents are great at producing code and bad at producing evidence. In regulated industries that gap blocks real adoption. Here is why I started

Why semantic layers are no longer enough Continue reading on Medium »

AGEF is an open spec for portable, tamper-evident AI agent session evidence. This post walks the bundle layout, the event kinds, the canonical CBOR rules, and t

What I learned shipping event stores, evaluation benchmarks, multi-agent courtrooms, and orchestration systems back-to-back. Continue reading on Medium »

What I learned shipping event stores, evaluation benchmarks, multi-agent courtrooms, and orchestration systems back-to-back. Continue reading on Medium »

Yesterday, Anthropic announced a deal that sounds almost too strange to be true: they are partnering with SpaceX to use the entire compute… Continue reading on

Voice AI in Construction: Lessons from 50 French Worksites in 2026 The construction industry is slow to adopt new technologies. But voice AI is changing that na

Most founders trigger their AI agent manually. They open the chat, type the prompt, wait, review. That works for one-off tasks but it's not automation. It's a f

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