Tooling
Agent Builder Hits 350 Users in a Month—But Can't Get Feedback
Octopoda, an agent management system with loop detection and shared memory, reached 350 cloud users and 1,000+ local GitHub users in under a month. The builder struggles with user engagement despite an 80% activation
1 min read
Sourcer/claudecode
An agent management system called Octopoda has accumulated over 350 cloud users and 1,000+ local GitHub users in less than a month, yet its builder is struggling with a counterintuitive problem: strong adoption metrics paired with minimal actionable feedback.
The system was built to solve a concret...
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Method & sources
- Source type
- Primary publication (lab/vendor blog) — our analysis + implication
- Source link
- r/claudecode
- Published
- UTC
- Byline
- By the gotcontext.ai team (editorial standards)
- Correction?
- corrections@gotcontext.ai