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Shiv Shankar

Explorer , learning something in every moment.

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Architecting Deterministic Rollbacks for AI Agents
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Architecting Deterministic Rollbacks for AI Agents

#ai #agents #architecture
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1 min read
Why AI Agents Need Database Triggers, Not Just Prompts
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Why AI Agents Need Database Triggers, Not Just Prompts

#ai #agents
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1 min read
The 'Agentic' Trend is Masking a Deep Infrastructure Problem
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The 'Agentic' Trend is Masking a Deep Infrastructure Problem

#ai #agents
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1 min read
LLMs Are Stateless. Here Is What That Actually Means for Agent Memory.
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LLMs Are Stateless. Here Is What That Actually Means for Agent Memory.

#ai #llm #agentmemory #opensource
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2 min read
The Hidden Bug in Every AI Agent Memory System: Temporal Drift
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The Hidden Bug in Every AI Agent Memory System: Temporal Drift

#ai #machinelearning #agents #architecture
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2 min read
Why Vector Databases Fail at Agent Memory (And How We Fixed It)
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Why Vector Databases Fail at Agent Memory (And How We Fixed It)

#ai #opensource #python #architecture
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1 min read
Why Flat Vector Retrieval Fails on Long-Term Agent Memory (And How Bi-Temporal SVO Modeling Fixes It)
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Why Flat Vector Retrieval Fails on Long-Term Agent Memory (And How Bi-Temporal SVO Modeling Fixes It)

#ai #python #machinelearning #architecture
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1 min read
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