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#AI agents

Diagram of AI agent connecting securely to enterprise tools via MCP runtime
AI & Machine Learning

Why Your AI Agent's About to Accidentally Wipe Salesforce — And How a Runtime Fixes It

AI agents analyze docs all day, but can't touch your CRM without sparking a security apocalypse. Enter the MCP runtime: the gritty fix Silicon Valley's ignoring.

3 min read 18 hours ago
Aerie workflow interface showing agent node with weather tool integration
AI & Machine Learning

Aerie's Agentic Workflows: Tools That Actually Think Before They Act

Picture your AI agent pausing mid-conversation to fetch live weather data—no hand-holding required. Aerie's workflows make agentic tool use feel effortless, but under the hood, it's a radical shift in how models interact with the world.

4 min read 19 hours ago
Code snippet of claude-runner 5-line agent setup with output
Cloud & Databases

Claude-Runner: The 5-Line Fix That Makes Agents Less of a Nightmare

Developers building Claude agents are wasting hours on repetitive glue code. Claude-runner turns that slog into five lines — and it's open source.

4 min read 19 hours ago
Graph of exploding AI agent costs with four efficiency axes cutting them down
Community & Governance

AI Agents: Why Your LLM Addiction Is Costing a Fortune

Tokens aren't the villain. Your architecture is. Here's how to audit and gut the waste in multi-agent AI madness.

3 min read 19 hours ago
Terminal running ag2ag CLI registering and calling A2A-compatible AI agents on localhost
AI & Machine Learning

ag2ag: Ditch Docker, Swarm A2A Agents on Your Crappy VPS

Forget the cloud circus. ag2ag hands real people — indie hackers, homelab tinkerers — a dead-simple way to spin up talking AI agents on a lone VPS. No Docker drama required.

4 min read 19 hours ago
Pureinsights Discovery 2.8 dashboard showing MCP integration and enterprise connectors
AI & Machine Learning

MCP Gives Enterprise Search Superpowers: Pureinsights Discovery 2.8 Unleashed

Enterprise search was blind to AI agents—until now. Pureinsights Discovery 2.8 flips the script with MCP, turning silos into agent playgrounds.

3 min read 19 hours ago
Diagram of six-component AI agent harness with feature list, progress file, and regression gate
AI & Machine Learning

The Six-Part Harness Keeping AI Agents from Imploding on Real Codebases

AI agents promise to code entire apps — but most crumble after a few sessions. This six-part harness, battle-tested on Skilldeck, fixes that with brutal ground truth.

4 min read 19 hours ago
Anthropic Claude Managed Agents dashboard showing sandboxed agent execution
AI & Machine Learning

Anthropic's Agent Factory: OpenClaw's 0% Safety Score Exposes the Mess

Zero percent. That's OpenClaw's pass rate on understanding user intent safely. Anthropic's betting its Managed Agents can fix what open source broke.

3 min read 20 hours ago
GitHub repository page for Agentic AI APIs showing API lists and stats
AI & Machine Learning

Agentic AI APIs: The Massive Repo Trying to End AI Agent Fragmentation

AI agent builders have drowned in custom adapters and frameworks. Enter Agentic AI APIs—a sprawling repo of 2,036 ready-made components that could flip the script on prototyping.

4 min read 20 hours ago
Reddit screenshot of Claude Code Meta Ads account ban warning
Community & Governance

Claude Code's Meta Ads Meltdown: Automation's Ban Trap

Claude Code zapped a Meta Ads account overnight. Smart automation demands human camouflage—or else.

3 min read 20 hours ago
Line graph of falling token prices versus skyrocketing total AI cloud bills
AI & Machine Learning

Token Prices Crash, AI Bills Soar: Agents Are the Culprit

Everyone toasted falling token prices. Then the bills hit — and they're bigger than ever. Blame AI agents gobbling tokens like there's no tomorrow.

3 min read 21 hours ago
Developer frustrated with code managing state for Anthropic Claude tool calls, Backboard dashboard in background
AI & Machine Learning

Anthropic's Stateless API: Toy for Demos, Hell for Real Agents

Your slick Claude demo chats fine. But try real agents? Stateless API chaos awaits. Backboard steps in, handling the mess so you don't have to.

3 min read 21 hours ago
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