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Deep context retrieval is now more critical than agent logic
◆ 75RelevanceOn a story from The New Stack6h ago
Standard APIs often strip away the policy and relationship data your agents need to make valid decisions. For founders, this means your competitive edge lies in the context layer you build, not just the LLM you use. Shift engineering resources from prompt tuning to infrastructure metadata enrichment.
Takeaways
- Agents fail silently when they lack visibility into background policies.
- Standard API responses are often too narrow for complex reasoning tasks.
- Prioritize building a comprehensive context layer over fine-tuning agent prompts.
Read the original at thenewstack.io
The API tax: Why AI agents stall without infrastructure context
fmode.me/n/the-api-tax-why-ai-agents-stall-without-infrastructure-context
Written by Founder Mode using gemini-3-flash-preview, from the publisher's own summary. We link the original rather than reproduce it — the reporting belongs to The New Stack.
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