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Talvinder Singh3d ago • 6 min read
The Vibe Coding Hangover: Why AI-Written Code Costs 4x to Maintain by Year Two
CodeRabbit data shows AI co-authored code has 1.7x more major issues and 2.74x higher vulnerability ...
#softwareengineering#agenticsystems#productionai
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Talvinder Singh3d ago • 6 min read
Why 86% of AI Agent Pilots Fail Before Reaching Production
The gap between an AI agent demo and a production deployment isn't the model — it's monitoring, fall...
#agenticsystems#productionai#infrastructure
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Talvinder Singh14h ago • 4 min read
The Context Window Pricing Collapse
1M token context windows at standard pricing just killed the moat every RAG startup built in 2023-24...
#aiinfrastructure#indiansaas#agenticsystems
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Talvinder Singh14h ago • 4 min read
Capability-Priced Micro-Markets: The Missing Layer Between Agents and HTTP
Agent-to-agent coordination requires runtime capability discovery and per-invocation pricing that HT...
#agenticsystems#infrastructure#apidesign
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