#Agentic RL

812 related articles

Jul 26, 2026·2 min

RingCentral Hackathon: A Real-World Chronicle of Agentic AI Innovation

The RingCentral China Hackathon, themed on Agentic AI, gathered top engineering teams. This article explores the evolution of agentic AI, champion team Stargate's engineering skill, and the unique value of China's developer culture.

Jul 10, 2026·4 min

Reinforcement Learning for AI Agents: A Deep Dive into RLHF and Agentic RL

A deep dive into RL for AI agents: from RLHF to Agentic RL, covering PPO vs. GRPO, sparse rewards, tool-calling optimization, and verifiable rewards.

After Spending $85,000: Real-World Les…

Jul 6, 2026·2 min

After Spending $85,000: Real-World Lessons and Cost Insights from Lovable's Agentic Coding Journey

Lovable spent $85K on API tokens scaling Agentic Coding. Key lessons: context management, model routing, circuit breakers, and ROI tracking for AI-driven development.

Jul 31, 2026·2 min

tablo: A Desktop Cat Widget That Monitors Your AI Coding Assistants

tablo is a desktop monitoring widget for AI coding assistants, tracking Claude Code and Codex sessions with real-time context progress bars and tool approval alerts.

Jul 30, 2026·3 min

Claude Opus 5 Plays Pokémon: A 12-Hour AI Experiment in Multi-Agent Loop Architecture

Deep analysis of Claude Opus 5 playing Pokémon for 12 hours via multi-agent loop architecture, exploring Agent design patterns, long-horizon planning, and AI Agent trends.

Jul 30, 2026·3 min

Claude Opus 5 Plays Pokémon: Analyzing a 12-Hour AI Experiment Under Multi-Agent Loop Architecture

In-depth analysis of Claude Opus 5's 12-hour Pokémon gameplay through multi-agent loop architecture, exploring multi-Agent design, long-horizon planning, and AI Agent trends.

Jul 30, 2026·2 min

Gemini Spark Goes Global: A Deep Dive into Google's 24/7 Background AI Agent

Gemini Spark (24/7 Agent) is now available globally for Pro and Ultra users without VPN. Learn about its background operation, key features, limitations, and Google's AI agent strategy.

Jul 30, 2026·3 min

Jina v3 Matryoshka Embeddings in Practice: Cut Vector Storage Costs by 75%

Use Jina v3 Matryoshka embeddings to truncate 1024-dim vectors to 256-dim, cutting Pinecone storage costs by 75% while maintaining retrieval quality with task-specific LoRA adapters and circuit breakers.

Jul 30, 2026·2 min

The Hidden Gap in AI Agent Finance: Why Verifiability Determines Success or Failure

AI agent finance focuses too much on capabilities while ignoring verifiability — the critical infrastructure. Cryptographic proof of execution records is the prerequisite for scaling agentic finance.

Jul 30, 2026·3 min

Jina v3 Matryoshka Embeddings in Practice: Cut Vector Storage Costs by 75%

Use Jina v3's Matryoshka embeddings to truncate 1024-dim vectors to 256-dim, cutting Pinecone storage costs by 75%. Covers dimension truncation, task-specific LoRA adapters, and circuit breakers for reliable RAG systems.

Jul 30, 2026·2 min

Grok 4.5 Released: A Next-Gen AI Model Targeting Coding and Agentic Tasks

Grok 4.5 is officially released, purpose-built for coding, agentic tasks, and knowledge work. A deep dive into its core positioning, efficient reasoning, three key use cases, and value for developers.

Jul 30, 2026·3 min

HeyZoku: Command Multiple AI Coding Agents to Work Together Using Your Voice

HeyZoku is a Mac voice-first agentic dev environment that runs 10 coding agents simultaneously. Command Claude, Codex, and Cursor by name with on-device voice recognition and one-time pricing.

Jul 30, 2026·3 min

HeyZoku: Command Multiple AI Coding Agents to Work Together Using Your Voice

HeyZoku is a Mac voice-first agentic dev environment that runs 10 coding agents simultaneously. Command Claude, Codex, and Cursor by name with on-device voice recognition and one-time pricing.

Jul 30, 2026·4 min

Banquish: A Mac Productivity Tool That Pins Live Web Fragments onto a Canvas

Banquish is a Mac app that clips live web fragments onto a free-form canvas, eliminating tab-switching hell. Combined with AI Agent automation, it creates personalized information dashboards.

Jul 30, 2026·1 min

Heard: An Open-Source Tool That Adds a Voice Layer to AI Coding Agents

Heard is a free, open-source macOS tool that turns AI coding agent outputs into intelligent voice summaries, helping developers monitor multiple agents hands-free.

Jul 30, 2026·2 min

Capsomnia: An Open-Source Tool That Uses Caps Lock to Prevent Mac Sleep When Closed

Capsomnia is a free open-source Mac sleep-prevention tool that turns Caps Lock into a physical switch, keeping MacBook awake with lid closed for AI agents, builds, and SSH sessions.

Jul 30, 2026·1 min

HarnessRouter: One API to Access the World's Top AI Agents

HarnessRouter provides a unified API to access top AI agents worldwide, encapsulating sandbox isolation, task orchestration, fault-tolerant retries, and cost control for production deployment.

Jul 30, 2026·1 min

HarnessRouter: One API to Access the World's Top AI Agents

HarnessRouter provides a unified API to access top AI agents worldwide, encapsulating sandbox isolation, task orchestration, fault-tolerant retries, and cost control for production-ready integration.

Jul 30, 2026·3 min

AngelList Link: Using the MCP Protocol to Turn Funds into Conversational AI Assistants

AngelList Link is an MCP server for GPs that connects fund data to AI tools like Claude and ChatGPT, enabling conversational interaction for portfolio queries, capital call tracking, and valuation updates.

Jul 30, 2026·3 min

AngelList Link: Using the MCP Protocol to Turn Funds into Conversational AI Assistants

AngelList Link is an MCP server for GPs that connects fund data to AI tools like Claude and ChatGPT, enabling conversational queries on holdings, capital calls, and valuations.