Tech News
Claude Fable 5.1 and Claude Mythos 5.1
Anthropic releases Claude Fable 5.1 and Mythos 5.1, with notable improvements in writing style and reasoning effort levels (low to xhigh).
Claude Fable 5.1 made me a really nice animated pelican
Today is Claude Fable (and Mythos) 5.1 day. Anthropic say that Fable 5.1 "sets a new standard for coding, knowledge work, and long-running problem-solving tasks".
Securing Amazon Quick from POC to production: Agents, Flows, and Spaces
Amazon Quick proof-of-concept projects often stall when security teams review the production plan.
Building an Adaptive Agentic Cybersecurity System with NVIDIA Nemotron
AI is changing the pace of cybersecurity. Agentic systems can coordinate work and pursue complex objectives over long horizons. Security teams are beginning.
How AI-native companies turn workflows into operating capability
Basis, Clay, and Exa Labs use AI agents to improve onboarding, account management, and developer integrations. See what enterprise leaders can apply.
GitHub Repos
diegosouzapw/OmniRoute
Never stop coding.
# TypeScript# a2a# ai agentstirth8205/code-review-graph
Local-first code intelligence graph for MCP and CLI.
# Python# ai coding# claudemicrosoft/skills
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
# TypeScript# agent skills# agentsResearch Papers
Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement
This paper introduces Harness-of-Harness (HoH), a framework that wraps existing LLM coding agents to enable them to iteratively improve software over multiple days, achieving significant performance gains on coding benchmarks and autonomously developing a complete game.
Adaptive Depth-Map-Guided Bundle Adjustment for Correspondence-Free Multi-View Point Cloud Registration
This paper proposes a method for aligning multiple 3D point clouds without needing to find matching features, using a layered depth map to jointly optimize sensor poses and the map. It is designed for challenging industrial scenes like shiny metal surfaces and shows good...
InSight: A Benchmark for Agentic Claim Verification in Interactive Visualizations
This paper introduces InSight, a benchmark for testing AI agents that verify claims by interacting with dynamic visualizations, not just static images.