Blog Archive
Reverse Engineering Just Got a Natural Language Interface
A 180-tool MCP server bridges Cheat Engine to any AI agent. Process memory, pointer chains, vtable lookups, code injection - all through plain English. The capability gap Mythos implied is already here, open source.
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Anthropic Built a Model It Won't Let You Use. Here's What It Can Do.
Claude Mythos can autonomously discover and exploit zero-days. Anthropic restricted access to a handful of defenders. The capability curve is what builders should actually plan around.
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MCP Has a Security Problem. Anthropic Called It "Expected Behavior."
OX Security disclosed a systemic STDIO flaw in Anthropic's MCP SDKs. Anthropic says sanitization is on developers. The registry trust numbers show why that's a problem.
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Someone Built a Bitbucket CLI. It Changed Their Mind About MCP.
Benchmarks keep landing on the same verdict: for most developer agent tasks, CLIs beat MCP servers on tokens, cost, and reliability. MCP still wins in narrower cases than the marketing suggests.
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Claude Opus 4.7 Changed How It Thinks. Your Pipeline Probably Didn't Account For That.
Opus 4.7's benchmarks are real, but five behavioral shifts and three hard API breaks will silently degrade pipelines tuned for 4.6. Here's what actually changed and what to fix.
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The Attack Surface Is Trust
The most expensive failures are no longer happening in the code itself, but in the trust architecture around it. Supply chains, ownership transfers, and distribution channels are now the real attack surface.
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We Built the Agents. We Skipped the Foundations.
AI agents shipped with real-world power before the security, architecture, and harness engineering needed to make them reliable. Builders now have to close that gap in production.
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Claude Code Charges You and Won't Tell You Why. The Community Fixed It
Claude Code logs everything but surfaces nothing. Three developers built the observability layer the paid product never shipped - and what they found will change how you structure your prompting.
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