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Model Routing Is the New Unit Economics
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talvinder profile

Model Routing Is the New Unit Economics

#agenticsystems #producteconomics #aiinfrastructure
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5 min read
The Martingale Curse: Why Multi-Agent Debates Converge to Mediocrity
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talvinder profile

The Martingale Curse: Why Multi-Agent Debates Converge to Mediocrity

#agenticsystems #productionai #agenticarchitecture
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4 min read
The Self-Improvement Ceiling: Why AI Can't Bootstrap Its Way to Capability
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talvinder profile

The Self-Improvement Ceiling: Why AI Can't Bootstrap Its Way to Capability

#agenticsystems #aiinfrastructure #productstrategy
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5 min read
Capability-Priced Micro-Markets: The Missing Layer Between Agents and HTTP
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talvinder profile

Capability-Priced Micro-Markets: The Missing Layer Between Agents and HTTP

#agenticsystems #infrastructure #apidesign
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4 min read
The Context Window Pricing Collapse
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talvinder profile

The Context Window Pricing Collapse

#aiinfrastructure #indiansaas #agenticsystems
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4 min read
The Vibe Coding Hangover: Why AI-Written Code Costs 4x to Maintain by Year Two
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talvinder profile

The Vibe Coding Hangover: Why AI-Written Code Costs 4x to Maintain by Year Two

#softwareengineering #agenticsystems #productionai
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6 min read
Why 86% of AI Agent Pilots Fail Before Reaching Production
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talvinder profile

Why 86% of AI Agent Pilots Fail Before Reaching Production

#agenticsystems #productionai #infrastructure
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6 min read
FinancialClaw: making OpenClaw useful for personal finance
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riclara profile

FinancialClaw: making OpenClaw useful for personal finance

#openclaw #plugin #personafinance #agenticsystems
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4 min read
Trace-Based Assurance: The Governance Layer Agentware Actually Needs
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talvinder profile

Trace-Based Assurance: The Governance Layer Agentware Actually Needs

#agenticsystems #enterpriseai #governance
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6 min read
The OS-Paged Context Engine
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talvinder profile

The OS-Paged Context Engine

#contextengineering #agenticsystems #systemdesign
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7 min read
Week 5: RAG Systems and AI Agents - Where Distributed Systems Meet LLMs
raju_ch_0f28d profile

Week 5: RAG Systems and AI Agents - Where Distributed Systems Meet LLMs

#ai #rag #agenticsystems
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6 min read
We Were Running AI Agents Before 'Agentic' Became a Buzzword
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talvinder profile

We Were Running AI Agents Before 'Agentic' Became a Buzzword

#aiengineering #agenticsystems #buildlogs
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6 min read
Context Governance at Scale
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talvinder profile

Context Governance at Scale

#contextengineering #agenticsystems #compliance
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4 min read
The GitHub Slopocalypse and the Coming Trust Tax
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talvinder profile

The GitHub Slopocalypse and the Coming Trust Tax

#agenticsystems #softwareengineering #opensource
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4 min read
OpenAI's Safety Features Are a Retention Playbook, Not a Safety Lesson
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talvinder profile

OpenAI's Safety Features Are a Retention Playbook, Not a Safety Lesson

#agenticsystems #productstrategy #consumerai
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5 min read
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