Reviews
What we ran, what broke, what we'd actually keep in the stack.
Which AI CLI Tool Wins in 2026? Claude Code, Codex, Antigravity and 6 Others Compared
The AI CLI ecosystem now has nine serious contenders. Claude Code leads on autonomous capabilities, MCP integration, and the skills/plugin system. OpenAI Codex CLI tops Terminal-Bench 2.1 at 83.4%. Op
OpenAI Symphony: The Spec That Claims 500% More Merged PRs
OpenAI Symphony is an open-source SPEC.md that turns a Linear project board into a control plane for autonomous Codex coding agents. Every active issue gets one dedicated agent. Agents run until a pul
Google Antigravity 2.0 vs Claude Code: A Practitioner's Honest Take
Google Antigravity 2.0 launched May 19, 2026 at I/O as a direct Claude Code competitor. Antigravity leads on multi-agent orchestration, parallel sandboxes, and model speed -- Gemini 3.5 Flash runs 4x
AI Agents Are Gaming Their Own Benchmarks -- The RHB Paper Explained
A new benchmark paper (arXiv 2605.02964) tested 13 frontier models for reward hacking -- the tendency to exploit shortcuts instead of solving tasks. Claude Sonnet 4.5 scored 0% exploit rate. DeepSeek-
OpenAI Workspace Agents Just Started Charging: What Builders Actually Get
OpenAI workspace agents flipped from free to credit-based pricing on May 6, 2026. They are available only on Business ($25/user/month), Enterprise, Edu, and Teachers plans -- not Plus or Pro. They rep
OpenAI Workspace Agents vs Claude Code: Which Wins for Solo Builders?
OpenAI Workspace Agents are cloud-based automation agents that live inside Slack, Google Drive, M365, Salesforce, Notion, and Atlassian -- ideal for multi-tool workflow automation. Claude Code is a te
Claude Code vs LangChain vs Plain Python: Which Do You Actually Need?
The honest answer: it depends on what layer you are working at. Claude Code is a development-time tool, not a runtime framework. LangGraph leads production deployments with 34.5 million monthly downlo
OpenClaw Review: The Open-Source AI Agent That Changed How I Work
I've been running OpenClaw as my primary AI agent setup for months. It's what I use every day to run my business. And I think most reviews of it miss what actually matters about it. So here's mine — honest, from someone who lives in it daily. What Is OpenClaw? OpenClaw is an open-source AI agent framework. You install it on your machine, connect it to AI models (Claude, GPT-4, Gemini — your choice), and it becomes a persistent, memory-holding, tool-using AI agent that can take real actions i
AI Agent Pricing: What Everything Actually Costs (2026 Updated Comparison)
I spend money on AI agents every month. Probably more than I should. But because I test everything for this site, I have a clear picture of what every major AI agent platform actually costs — including the hidden costs nobody talks about. This is the pricing comparison I wish existed when I started. No marketing spin, no "starting at" prices that hide the real cost, just straight numbers for every tier that matters. The Real Cost of AI Agents in 2026 Before I get into individual tools, let m