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SynapseKit - A Production-Grade LLM Framework Built for Speed, Simplicity, and Scale

SynapseKit - A Production-Grade LLM Framework Built for Speed, Simplicity, and Scale

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4 min read
A lightweight ODM for Qdrant — looking for feedback

A lightweight ODM for Qdrant — looking for feedback

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1 min read
"Return JSON only" doesn't force JSON. Here's what actually forces it.

"Return JSON only" doesn't force JSON. Here's what actually forces it.

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6 min read
OpenAI Just Released a Privacy Filter. Here's What It Can't Do.

OpenAI Just Released a Privacy Filter. Here's What It Can't Do.

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5 min read
Fine-Tuning Llama 3.2 3B on Medical QA: Week 2- Data Preparation

Fine-Tuning Llama 3.2 3B on Medical QA: Week 2- Data Preparation

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6 min read
Why Single-Layer LLM Guardrails Fail: A Dual-Detection Pattern on AWS Bedrock

Why Single-Layer LLM Guardrails Fail: A Dual-Detection Pattern on AWS Bedrock

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4 min read
AI-Powered API Gateway with Spring Boot: Turning Natural Language into Microservice Calls

AI-Powered API Gateway with Spring Boot: Turning Natural Language into Microservice Calls

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7 min read
Stop Giving LLMs Raw HTML: Build a Graph-Native, 96% More Efficient MCP Web Browser

Stop Giving LLMs Raw HTML: Build a Graph-Native, 96% More Efficient MCP Web Browser

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4 min read
Thermodynamic Continual Learning in Persistent AI Agents (110+ Days Runtime)

Thermodynamic Continual Learning in Persistent AI Agents (110+ Days Runtime)

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2 min read
QIMMA LLM leaderboard theo nguyên tắc “validate trước, evaluate sau”

QIMMA LLM leaderboard theo nguyên tắc “validate trước, evaluate sau”

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20 min read
Dogfooding an LLM agent eval pack on my own production agent — what 6-dim methodology surfaced

Dogfooding an LLM agent eval pack on my own production agent — what 6-dim methodology surfaced

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5 min read
Making an LLM "get tired" of bad conversation: the engagement-budget prompt

Making an LLM "get tired" of bad conversation: the engagement-budget prompt

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3 min read
How Superpowers Forces Skill Execution

How Superpowers Forces Skill Execution

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7 min read
How I Escaped Claude & Cursor Limits: The Ultimate Free Local AI Coding Setup with Ollama + Continue.dev (2026 Guide)

How I Escaped Claude & Cursor Limits: The Ultimate Free Local AI Coding Setup with Ollama + Continue.dev (2026 Guide)

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4 min read
Stop Building AI Wrappers. Start Building AI Products.

Stop Building AI Wrappers. Start Building AI Products.

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2 min read
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