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open-source framework

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Oct 28, 2026 · Artificial Intelligence

AntOmniEvo: Let AI Automatically Optimize Your AI Systems

Ant Group open-sources AntOmniEvo, a framework that automates AI system optimization by evolving prompts, rules, and configurations through a self-improving loop with the Mara Chain algorithm and Pareto-filtered selection, achieving state-of-the-art results on AppWorld, TerminalBench, and MuSiQue benchmarks with 3x sample efficiency.

AI system optimizationAntOmniEvoBenchmark Evaluation

0 likes · 17 min read

AntOmniEvo: Let AI Automatically Optimize Your AI Systems

AI Engineering

Jun 17, 2026 · Artificial Intelligence

Vercel Unveils Eve: A Next.js‑Style Open‑Source Framework for AI Agents Facing Naming Clash

Vercel open‑sources Eve, an agent‑as‑directory framework that bundles production‑grade features such as persistent sessions, sandboxed execution, human‑in‑the‑loop approvals, standardized tool adapters, multi‑channel support and OpenTelemetry observability, while already powering over a hundred internal agents and sparking community debate over its naming.

AI AgentsEveObservability

0 likes · 9 min read

Vercel Unveils Eve: A Next.js‑Style Open‑Source Framework for AI Agents Facing Naming Clash

DataFunSummit

Mar 10, 2026 · Artificial Intelligence

How Agent Lightning Redefines AI Agent Learning with Optimizer‑Agent Decoupling

The article explores the paradigm shift toward AI agents in 2025, detailing the open‑source Agent Lightning project’s architecture, non‑intrusive experience capture, programmable pipelines, and experimental results that demonstrate its ability to enable reinforcement learning for any agent with minimal code changes.

Agent LightningReinforcement Learningmachine learning

0 likes · 20 min read

How Agent Lightning Redefines AI Agent Learning with Optimizer‑Agent Decoupling