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When to Use a Nested Class in Java (and When Not To)

When to Use a Nested Class in Java (and When Not To)

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9 min read
Ledgermind

Ledgermind

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37 min read
Deal Oracle: Giving Sales Deals a Memory

Deal Oracle: Giving Sales Deals a Memory

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9 min read
My Agent Never Hallucinates Invoice Decisions — Here's the Hard Rule That Prevents It

My Agent Never Hallucinates Invoice Decisions — Here's the Hard Rule That Prevents It

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4 min read
LINQ Aggregate Operators: Beyond Sum and Count

LINQ Aggregate Operators: Beyond Sum and Count

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3 min read
I Made Hindustan Memory Survive a New Interaction

I Made Hindustan Memory Survive a New Interaction

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6 min read
Bloom: I Made Two LLMs Paint the Same Sentence and Measured What Happened

Bloom: I Made Two LLMs Paint the Same Sentence and Measured What Happened

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7 min read
From Naive CUDA to Performance Engineering: My First GPU Matmul Journey

From Naive CUDA to Performance Engineering: My First GPU Matmul Journey

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3 min read
I built a Deal Intelligence Agent that gives every deal a memory

I built a Deal Intelligence Agent that gives every deal a memory

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3 min read
A server sent me Retry-After: 0 and my retry loop lost its brakes

A server sent me Retry-After: 0 and my retry loop lost its brakes

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5 min read
I built a zero-dependency TypeScript agent loop with 24 built-in tools and human permission gates (No LangChain, No NestJS)

I built a zero-dependency TypeScript agent loop with 24 built-in tools and human permission gates (No LangChain, No NestJS)

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2 min read
The Human Half of the Gate: My 10-Minute Review-Queue SOP for n8n LLM Outputs

The Human Half of the Gate: My 10-Minute Review-Queue SOP for n8n LLM Outputs

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4 min read
My Journey Building AI Agents, RAG Systems, and AI-Powered Applications

My Journey Building AI Agents, RAG Systems, and AI-Powered Applications

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4 min read
Building Persistent Support Memory with Hindsight

Building Persistent Support Memory with Hindsight

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10 min read
I Built an Incident Response Agent That Remembers What Worked with Hindsight

I Built an Incident Response Agent That Remembers What Worked with Hindsight

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4 min read
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