Research by Ry Walker

A comparison of 7 agent coordination protocols and frameworks — from open standards (A2A, ACP, ANP, Summoner) to orchestration frameworks (CrewAI, AutoGen, LangGraph). Who coordinates agents, and how?

Comparative analysis of 6 leading AI agent frameworks: AutoGen, CrewAI, LangChain/LangGraph, LlamaIndex, Mastra, and Vercel AI SDK — covering architecture, pricing, and use cases.

A comparison of 7 tools for agent memory and self-improvement — from memory layers like Mem0 and Letta to evolving playbook systems like ACE, plus the research foundations driving the category.

A comparison of 37 Mac apps for parallel coding agents — including Cursor, Claude for Mac, Codex App, Warp Oz, Emdash, OpenCode, Sculptor, and 30 more emerging alternatives.

A comparison of 11 agentic skills frameworks — from methodology enforcers like Superpowers and BMAD to official catalogs from Anthropic, OpenAI, and Google, plus orchestration platforms and the emerging SKILL.md standard.

A comparison of 8 leading voice AI platforms for building agentic voice applications — OpenAI Realtime, AWS Nova 2 Sonic, ElevenLabs, NVIDIA PersonaPlex, Vapi, Retell AI, LiveKit Agents, and Deepgram Aura.

A comparison of 11 leading sandbox and infrastructure platforms for AI agents — E2B, Sprites, Daytona, Modal, Northflank, OpenSandbox, Runloop, CodeSandbox SDK, Quilt, ComputeSDK, and Vercel AI Gateway.

Comprehensive comparison of 8 AI coding assistants: Aider, Background Agents, Claude Code, Cline, Continue, OpenCode, Roo Code, and Sweep. Analysis of features, pricing, and ideal use cases.

A comparison of 10 leading AI inference platforms — Baseten, Together AI, Fireworks AI, Modal, Replicate, Groq, DeepInfra, Cerebras, SambaNova, and more.

A comparison of 9 autonomous coding agents, orchestrators, and collaboration platforms — AgentHub, Agent Orchestrator, Metaswarm, Gastown, Genie, GPT Engineer, Pythagora, Ralph, and Smol Developer — that aim to automate software development with minimal human intervention.

A comparison of 3 official coding agents from AI foundation labs — Claude Code (Anthropic), Codex (OpenAI), and Gemini CLI (Google) — the only agents built by the model makers themselves.

Analysis of 9 in-house coding agents: how Stripe, Uber, Spotify, Shopify, Coinbase, and other tech companies are building custom agents instead of buying off-the-shelf.

Comparative analysis of 11 minimalist markdown note-taking apps for Mac — from quick capture to long-form writing.

Comprehensive comparison of 15 AI coding platforms across model flexibility, automations, integrations, surfaces, and CLI support — including Cursor, Tembo, Factory, OpenCode, Devin, Replicas, and Niteshift.

Comparative analysis of 40 platforms building personal AI agents: from managed solutions like Manus, Lindy, Blockit, Poke, and EasyClaw to self-hosted alternatives including OpenClaw, AstrBot, Lobu, TinyClaw, Moltis, MimiClaw, zclaw, droidclaw, MicroClaw, safeclaw, and the full -claw ecosystem.

Comparative analysis of 6 AI product management agents: BrainGrid, ChatPRD, Korey, Modem, Nalvin, and Product Forge. From spec generation to feedback triage to meeting intelligence.

Comparative analysis of 14 platforms for deploying shared AI agents across teams — covering capabilities from product planning and coding to data analysis, customer support, and operations.