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I Thought MCP Would Be Easy Until I Built One

3d ago · 3 min read · By now, most developers have heard the same explanation: “MCP is USB-C for AI.” That description is accurate, but it also makes MCP sound much simpler than it actually is. The basic idea is straight

What Founders and Developers Need to Know About MCP

Apr 17 · 1 min read · Most AI teams are still solving the same problem over and over again: connecting models to tools. Every time a company wants an AI assistant to access documents, customer records, APIs, or internal sy

What’s New in Claude Opus 4.6 | Real Story

Feb 11 · 3 min read · Anthropic’s Claude Opus 4.6 isn’t a typical incremental model update. After testing it side-by-side with Opus 4.5, the biggest shift isn’t style or speed — it’s long-context reliability. This post breaks down: What actually changed in 4.6 how it be...

Claude Opus 4.6 vs 4.5: Benchmark Testing & Real Developer Workflows

Feb 6 · 1 min read · Anthropic’s Claude Opus 4.6 isn’t just a version bump — it fundamentally improves long-context reasoning. I ran structured comparisons against Opus 4.5 to see how it performs in real developer workflows. Key upgrade: 1M token context This is the feat...

I Spent $400 Testing OpenClaw AI — Honest Developer Review

Feb 2 · 1 min read · Most AI tool reviews online feel surface-level.So I tested OpenClaw AI using real money and real workflows.After ~$400 of testing: ✔ Great for structured automation✔ Fast onboarding⚠ Needs manual configuration for complex tasks It’s a tool, not a mir...