CloudBuddy Blog
Practical writing on workflow automation, AI systems, and how businesses eliminate manual work.
A repeatable framework for auditing a SaaS codebase at scale. A set of audit tracks you select and adapt to your system, an invariants loop that stops regressions, and a verification cycle that makes each audit cheaper than the last. One recent application surfaced hundreds of findings and promoted 36 invariants to code-level guardrails.
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Anthropic released Mythos Preview to a closed group of organizations. The capability leap is real, but the access model may matter just as much. As AI shifts from an equalizer to a gated advantage, the teams that win will be the ones that can turn that capability into working systems.
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Claude Code CLI accidentally exposed part of its codebase. I pulled the package and looked under the hood. The direction is clear: AI agents are becoming systems.
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What it actually looks like to work with remote AI agents. What worked, what didn't, and how Claude Dispatch compares to our custom AI tools.
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