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AI sped up coding. Sonar instills confidence with verification.: AI coding tools give teams a burst of speed, then a pile of technical debt ...
thenewstack.io/ai-coding-verification-loops/

One engineer shipped 2,000 PRs a month to production. Verification is the key.: Learn how agentic verification helps AI agents ship thousands of PRs monthly ...
thenewstack.io/agentic-verification-distributed-systems/

CrowdStrike and Nvidia launch SafeMind AI cybersecurity system: The SafeMind system pairs an offensive model that finds attack paths with a defensive model that ...
dlvr.it/TVHfzM

Stop the token bleed: building token-efficient multi-agent systems: Discover practical architectural strategies to eliminate AI token waste, reduce latency ...
thenewstack.io/building-token-efficient-agents/

GitHub - VinvAI/VinvAI: Your agent says it's done. Vinv says prove it. Real traces + live code graph + closed-loop verify, served to your agent over MCP.
github.com/VinvAI/VinvAI

The AI world is getting ‘loopy’: The loop takes agentic AI a step further by authorizing a swarm of agents to work continuously in the background, endlessly.
techcrunch.com/2026/06/22/the-ai-world-is-getting-loopy/

Why Amazon hates 'human-in-the-loop' AI governance: VP Eric Brandwine explains people aren't all that great, actually
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Spring creator wants Java’s type system to tame agentic AI: Embabel treats LLMs as participants in strongly typed workflows — not black boxes — and the Spring ...
thenewstack.io/spring-creator-java-type-system-agentic-ai-rod-johnson/

Spring creator wants Java’s type system to tame agentic AI: Embabel treats LLMs as participants in strongly typed workflows — not black boxes — and the Spring ...
thenewstack.io/spring-creator-java-type-system-agentic-ai-rod-johnson/

Andrej Karpathy’s 630-line Python script ran 50 experiments overnight without any human input
thenewstack.io/karpathy-autonomous-experiment-loop/

webui: Agentic Loop + MCP Client with support for Tools, Resources and Prompts by allozaur · Pull Request #18655 · ggml-org/llama.cpp
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GitHub - janglerjoe-commits/LMAgent: LMAgent is a locally-hosted AI agent that connects to any OpenAI-compatible LLM and autonomously completes real tasks ...
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Google Antigravity IDE tested: With Antigravity, Google offers a development platform based on Agentic AI. We tested it.
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Former Microsoft execs launch AI agents to end Excel-led finance: Maximor has come out of stealth with a human-in-the-loop agentic platform that does the finance ...
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