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# 🏏 Agentic Premier League (APL) — Redefining AI Hackathons Through Cricket Strategy and Multi-Agent Intelligence #GDGCLOUDPUNE

# 🏏 Agentic Premier League (APL) — Redefining AI Hackathons Through Cricket Strategy and Multi-Agent Intelligence #GDGCLOUDPUNE

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4 min read
Build an AI-Powered "Virtual IPL Captain" (VIC) with Multi-Agent Crew Integration

Build an AI-Powered "Virtual IPL Captain" (VIC) with Multi-Agent Crew Integration

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2 min read
How I Cut My LangGraph Agent's Token Costs by 93% with One Import

How I Cut My LangGraph Agent's Token Costs by 93% with One Import

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2 min read
Stop Briefing AI. Let It Interview You

Stop Briefing AI. Let It Interview You

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4 min read
Observability 2.0: Tracing AI "Thought Chains" with OpenTelemetry

Observability 2.0: Tracing AI "Thought Chains" with OpenTelemetry

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3 min read
Local-first: a Model on Your Own Machine, Zero Cloud

Local-first: a Model on Your Own Machine, Zero Cloud

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4 min read
How I Built a 7-Layer NL2SQL Guardrail Stack for a Fortune 500 Enterprise

How I Built a 7-Layer NL2SQL Guardrail Stack for a Fortune 500 Enterprise

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7 min read
Why Accuracy Is Not Enough: Evaluation Metrics Every AI Engineer Should Understand

Why Accuracy Is Not Enough: Evaluation Metrics Every AI Engineer Should Understand

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8 min read
Why we built an AI gateway with three native API formats, not just OpenAI-compatible

Why we built an AI gateway with three native API formats, not just OpenAI-compatible

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5 min read
Why 73% of LLM API Calls Are Overpaying

Why 73% of LLM API Calls Are Overpaying

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5 min read
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

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5 min read
I squeezed my iGPU dry, then added an eGPU — a GPU buying guide for AI on mini PCs

I squeezed my iGPU dry, then added an eGPU — a GPU buying guide for AI on mini PCs

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4 min read
LLMs Diverge, Humans Converge — LLMs Can't Come Up With Ideas

LLMs Diverge, Humans Converge — LLMs Can't Come Up With Ideas

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13 min read
I Gave Our Enterprise AI a Memory. It Started Citing Last Quarter's Incidents.

I Gave Our Enterprise AI a Memory. It Started Citing Last Quarter's Incidents.

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4 min read
How I Stopped My AI Coding Assistant from Hallucinating (and Saved My Token Budget)

How I Stopped My AI Coding Assistant from Hallucinating (and Saved My Token Budget)

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3 min read
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