Post-Mortem: Building a Local MCP Server for Codebase Memory using Ollama and ChromaDB
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Developers are pushing back against cloud API billing and the privacy risks of sending proprietary codebases to third-party endpoints. A Hacker News thread from this year put it plainly: the problem isn't the price per token, it's the unpredictability of usage-based billing when AI agents are continuously polling APIs. On Reddit, the privacy concern is starker -- for enterprise and defense work, sending company IP to OpenAI or Anthropic is a hard no regardless of cost. zerikai_memory has a…
1Key Takeaways
- Developers are pushing back against cloud API billing and the privacy risks of sending proprietary codebases to third-party endpoints.
- A Hacker News thread from this year put it plainly: the problem isn't the price per token, it's the unpredictability of usage-based billing when AI agents are continuously polling APIs.
- On Reddit, the privacy concern is starker -- for enterprise and defense work, sending company IP to OpenAI or Anthropic is a hard no regardless of cost.
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that developers are pushing back against cloud API billing and the privacy risks of sending proprietary codebases to third-party endpoints.
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