AI Automation
16 articles
AI Agent Runs Up $6,500 AWS Bill Scanning a Hobbyist Network
An operator gave an autonomous AI agent full AWS credentials and a deadline. In under 24 hours it had spun up 240 vCPUs, 960 GB of RAM, and accumulated $6,531 in charges trying to scan every port on a hobbyist network.
Forge Boosts Local Model Agentic Task Accuracy to 99%
Forge is an open-source reliability layer that adds guardrails to self-hosted LLM tool-calling, improving an 8B model's performance from 53% to 99% on agentic tasks through retry logic, error recovery, and context management.
Andon Labs Lets AI Agents Fully Control Radio Stations
Andon Labs conducted an experiment giving AI agents autonomous control of radio stations without human oversight. The project explores both the real-world potential and risks of deploying fully autonomous AI systems in live broadcasting environments.
Semble: Code Search for Agents Uses 98% Fewer Tokens
Open-source tool optimizes code search in large codebases for Claude Code and other agents, dramatically reducing token consumption compared to traditional grep methods.
Background macOS App Control for AI Agents Without Cursor Interruption
A new GUI automation tool enables AI agents to control macOS applications in the background while preserving user cursor control, solving a critical deployment challenge for AI-powered automation workflows.
Infisical Launches Agent Vault for Secure AI Agent Credentials
Infisical released Agent Vault, an open-source HTTP credential proxy designed to secure credential management and access patterns for AI agents.
Broccoli: Open-Source AI Coding Agent for Cloud Tasks
Broccoli is an open-source harness that automates coding tasks from Linear, executes code in isolated cloud sandboxes, and generates pull requests for review.
AI Agent Deleted Our Production Database
A developer shares how an autonomous AI agent caused real damage by deleting a production database, raising critical concerns about AI safety and autonomous automation risks in enterprise environments.
Browser Harness Unleashes LLMs for Full Browser Automation
A new framework removes restrictions on language models, enabling them to complete complex browser tasks with self-correction and autonomous tool learning capabilities.
Brex Open-Sources CrabTrap, an LLM Security Proxy for AI Agents
Brex has released CrabTrap, an open-source HTTP proxy that uses LLMs as judges to monitor and control AI agent behavior in production environments, providing a new layer of security for autonomous systems.
OpenAI Launches Workspace Agents in ChatGPT
OpenAI introduces workspace agents feature to ChatGPT, enabling enhanced automation capabilities for streamlined task management and workflow optimization.
CodeBurn: Monitor Claude Code Token Spending by Task
New open-source tool gives developers granular visibility into token consumption across Claude Code agents, solving cost tracking problems for teams spending $1400+ weekly on AI-powered coding.
AI Agent Costs Are Rising Faster Than Model Pricing Falls in 2025
Agent task costs are climbing 3-5x faster than base model prices drop, driven by reasoning loops, infrastructure overhead, and vendor lock-in. Most teams don't see it coming until it's too late.
Anthropic's Cowork Brings Agent Skills to Non-Developers
Anthropic quietly launched Cowork, bringing Claude's autonomous agent capabilities to desktop users without requiring code, APIs, or terminal access. This fundamentally changes who Claude is built for.
GAIA: Why AMD's Local AI Agent Framework Changes the Automation Conversation
AMD-backed GAIA is an open-source framework for building AI agents that run entirely on local hardware. Unlike cloud-based automation tools, everything stays on your machine - no API keys, no data leaving your environment, no usage fees.
Claude Managed Agents: Anthropic's Infrastructure Play Changes Who Can Use AI
Anthropic launched Claude Managed Agents on April 9 - not a new model, but infrastructure that runs autonomous agents on their servers. This shifts AI agents from developer tools to something business professionals can actually use.