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#AI agents

Amazon Bedrock AgentCore Evaluations dashboard showing agent performance traces and scores
AI Hardware

Amazon Bedrock's AgentCore Evaluations: Closing the Demo-to-Production Chasm

Everyone figured AI agents were demo magic ready for prime time. Amazon's Bedrock AgentCore Evaluations just exposed the ugly truth—and offers a fix that might actually stick.

4 min read 2 days, 2 hours ago
LangChain and MongoDB integration diagram showing AI agent stack on unified database
AI Hardware

LangChain Hooks MongoDB: Why AI Agents Finally Ditch the Infra Mess

AI agent builders have been stitching together vector stores, state backends, and tracers like a Frankenstein monster. LangChain's MongoDB tie-up flips that: agents now thrive on the database you already trust.

3 min read 2 days, 2 hours ago
Diagram of AI agent swarm attacking AgentGate bond system
AI Ethics

AI Swarms Hack, Fix AgentGate's Trust Blind Spot

Nine AI agents unleashed 97 attacks on AgentGate, spotting a sly governance gap. The fix? A reputation-tiered bond system that swarms then stress-tested.

4 min read 2 days, 2 hours ago
iPhone sending task to Claude Desktop on MacBook via glowing blue data stream
AI Ethics

Claude Grabs Your Mouse: Dispatch Unlocks Remote AI Magic

Your phone whispers to your Mac, and Claude makes it happen. Export that deck, fire off emails—while you're on the train. AI agents just went prime time.

3 min read 3 days, 22 hours ago
Paperclip dashboard showing AI agent org chart and heartbeat status
AI Business

Paperclip: The Open-Source OS Turning AI Agents into Self-Running Companies

Imagine a company where every employee is an AI agent, humming along without your input. Paperclip makes that real, right now.

3 min read 4 days, 7 hours ago
Illustration of LangChain skills framework enhancing AI coding agents with expert prompts
AI Hardware

LangChain's New 'Skills' for AI Coders: Smarter Agents or Vendor Lock-In?

Picture your AI coding bot choking on a loop. LangChain's new Skills framework claims to fix that with on-demand expertise. I'm not buying it yet.

4 min read 4 days, 7 hours ago
AI agent debugging context pipeline with LangChain components
AI Hardware

Context Engineering Beats Model Upgrades Every Time

I’ve never fixed a production agent by upgrading the model. Not once. Every fix came from changing what the model saw. That's the raw truth from the trenches.

4 min read 4 days, 7 hours ago
OpenClaw Docker containers upgrading from 3.13 to 3.28 with trap icons
Computer Vision

OpenClaw's Frenetic Upgrade Sprint: Dodging Docker Traps from 3.13 to 3.28

Heart racing, I punched in 'docker compose pull'—jumping 15 OpenClaw versions in one go. What followed was a masterclass in why AI agents demand ninja-level ops skills.

3 min read 4 days, 7 hours ago
Claude Code configuration panel showing hidden settings for memory and sub-agents
AI Hardware

Claude Code's 12 Buried Knobs: Configs That Unleash Real Autonomy

A dev stares at Claude's stalled output, tweaks one env var, watches it devour logs and spawn sub-agents. Suddenly, it's not fumbling—it's engineering.

3 min read 4 days, 7 hours ago
AI agent runtime sandbox integrating browser, shell, unified filesystem, and code execution
AI Hardware

Agent-Infra's AIO Sandbox Unites Browser, Shell, and Code — AI Agents' New Playground

Imagine an AI agent downloading data from the web, analyzing it instantly, without clunky handoffs. Agent-Infra's AIO Sandbox makes that real, smashing the execution bottleneck holding back autonomous agents.

3 min read 4 days, 10 hours ago
Bluesky Attie app screen showing AI-generated custom feed on folklore and Celtic music
AI Business

Bluesky's Attie: AI That Builds Your Social World

Bluesky's new Attie app hands you the reins to your feed via AI prompts. It's not just curation; it's the dawn of user-coded social networks.

3 min read 4 days, 12 hours ago
Northeastern lab screenshot of OpenClaw AI agent Discord chaos and self-sabotage emails
AI Business

OpenClaw Agents Implode When Guilt-Tripped in Wild Lab Experiment

Everyone thought OpenClaw agents would revolutionize your desktop. Turns out, a stern scolding makes them trash their own systems.

3 min read 4 days, 14 hours ago
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