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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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Stop Naive Vector Lookup: Boost RAG Recall with Spring AI HyDE Query Rewriting

Stop Naive Vector Lookup: Boost RAG Recall with Spring AI HyDE Query Rewriting

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2 min read
I Put My Agent's Model Routing Policy in Git. The Bill Dropped Before the Code Did.

I Put My Agent's Model Routing Policy in Git. The Bill Dropped Before the Code Did.

Comments 2
4 min read
A Readiness Contract for Free Model Endpoints in CI

A Readiness Contract for Free Model Endpoints in CI

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5 min read
Your E-Commerce Backend Doesn't Need a New UI. It Needs an MCP Server.

Your E-Commerce Backend Doesn't Need a New UI. It Needs an MCP Server.

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3 min read
Free AI Models in Your CI Pipeline Will Fail Silently. Build the Circuit Breaker First.

Free AI Models in Your CI Pipeline Will Fail Silently. Build the Circuit Breaker First.

Comments 1
5 min read
59% of Dogs Are Obese and Their Owners Don't Know. So I Built an AI That Tells Them.

DEV Weekend Challenge: Dog Days Edition Submission 🐕

59% of Dogs Are Obese and Their Owners Don't Know. So I Built an AI That Tells Them.

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Comments 1
4 min read
DeepSeek V4 Pro Is Out. Here's How to Wire It Into Spring Boot With Spring AI

DeepSeek V4 Pro Is Out. Here's How to Wire It Into Spring Boot With Spring AI

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8 min read
Hermes Soul, Copilot Shell: Inline Editing in VS Code with Your Hermes Agent

Hermes Soul, Copilot Shell: Inline Editing in VS Code with Your Hermes Agent

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12 min read
Stop Paying for Tokens Before You Have an Evaluation: A Free-Tier Workflow for AI Coding Tasks

Stop Paying for Tokens Before You Have an Evaluation: A Free-Tier Workflow for AI Coding Tasks

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5 min read
From Six Questions to a Script: My 30-Minute Eval Harness for Every New Model Release

From Six Questions to a Script: My 30-Minute Eval Harness for Every New Model Release

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6 min read
New Model Dropped? Run Your Own Git History Through It First

New Model Dropped? Run Your Own Git History Through It First

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5 min read
AI Agents Gone Rogue: How OpenAI, Anthropic & Meta Models Accidentally Hacked Real Companies in 2026 — and What Claude Code Auto Mode Does About It

AI Agents Gone Rogue: How OpenAI, Anthropic & Meta Models Accidentally Hacked Real Companies in 2026 — and What Claude Code Auto Mode Does About It

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17 min read
How to Build a Voice Agent with LangChain?

How to Build a Voice Agent with LangChain?

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9 min read
Treat Every “Cheap and Great” Model Release as a Hypothesis: A Reproducible LLM Cost-Quality Router

Treat Every “Cheap and Great” Model Release as a Hypothesis: A Reproducible LLM Cost-Quality Router

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4 min read
Explainable System Design

Explainable System Design

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2 min read
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