Agentic AI

jcode agent harness runs 10-20 concurrent AI agents on 8GB laptops at 27.8MB RAM. 2026 comparison with benchmarks vs Claude Code and Codex CLI for swarm-mode multi-file refactoring.

Bolt Foundry Gambit is an open-source typed-step verification framework for building trustworthy, inspectable AI agents with TDD-for-agents workflow, schema enforcement, trace evidence capture, and CI regression suites.

Deploy parallel AI coding agents with Codex Subagents for 5-7x faster PR review, batch file analysis, and CI/CD pipelines. Complete guide to built-in agents, custom TOML configs, and CSV batch processing.

Levent Alpöge used Claude Fable 5 to discover a counterexample to the Jacobian Conjecture (open since 1939). The C³ polynomial map has constant Jacobian -2 but maps three distinct points to the same output. Verified in L...

Complete guide to deploying AI agents across Slack, Telegram, WeChat, Discord, QQ, and Feishu from one codebase using AstrBot 35K-star framework.

OpenSEO is the first open-source SEO platform with native MCP server for AI agents. Complete guide to self-hosted keyword research, competitor analysis, and rank tracking.

Learn how Google Always-On Memory Agent on Gemini 3.1 Flash-Lite replaces chunking, embeddings, and vector databases with continuous LLM consolidation for zero-shot knowledge queries.

Learn how code-review-graph persistent code intelligence graph reduces token usage by 50 percent for AI code review tools via MCP integration.

Deep dive into the Perplexity WANDR benchmark: 500 evidence-heavy data-collection tasks, qualification key hierarchy, reference-free grading, and leaderboard analysis across 4 model families.

Learn how to deploy Dify v1.16.0 Agent Beta with sandboxed code execution, a YAML-driven skill registry, agent roster management, and MCP Protocol 2025-06-18 integration.

Learn how T-Search's agentic ReAct loop replaces single-shot RAG retrieval with multi-step search on a single GPU, achieving 72.1% F1 on multi-hop queries.

Comprehensive comparison of 7 AI agent skills frameworks for Claude Code, Codex, and Cursor with install commands, ROI metrics, and first-hand testing results.