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automation
225 postsCAGE-lite: Prebind Assurance for AI Agent Actions
CAGE-lite is an open-source tool for managing AI agent actions and their business impacts.
Fractal: Coding Agents in a Tree Structure
Fractal organizes autonomous agent loops into a tree structure. Users can control the processes effectively.
Lessons Learned from Building an AI Cookbook Publisher
Insights on the challenges of generating cookbooks and lessons learned.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comFormal Verification May Solve AI's Review Bottleneck
Combining formal verification with AI can enhance software development efficiency by eliminating the review bottleneck.
The Trust Ceiling: The Invisible Limit on AI's Capabilities
The untrustworthiness of AI systems creates a trust ceiling that limits adoption and economic potential.
Stoke: Kill Switch for Runaway AI Agents
Stoke is a Rust application that enforces budget caps on AI spending, rejecting requests that exceed limits.
Sentinel: Open-Source QA Agent Reads Your Code Before Testing
Sentinel is an open-source QA agent that analyzes and tests code. It identified critical business flows in a hotel management system.
Crabbox: Isolated Cloud Sandboxes for Parallel Coding Agents
Crabbox offers isolated cloud sandboxes for parallel coding agents, streamlining software development.
agentproto 0.4.0 — The Daemon Evolves into a Supervision Surface
agentproto 0.4.0 introduces new features transforming the agent into a supervision surface, offering crucial updates for developers.
When AI Outperforms Senior Developers: Insights and Implications
Exploring the performance of AI against senior developers and identifying tasks where AI excels or fails.