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Opus + RAG vs Fine-tuned LLM + RAG: Two Approaches to Legal AI — LEX vs Harvey

Opus + RAG vs Fine-tuned LLM + RAG: Two Approaches to Legal AI — LEX vs Harvey

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10 min read
Beyond Prompt Engineering: A Methodology for Meeting AI as a Potential Other

Beyond Prompt Engineering: A Methodology for Meeting AI as a Potential Other

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6 min read
Synapse

Synapse

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4 min read
The Last Mile of Financial AI: From Usable to Trustworthy

The Last Mile of Financial AI: From Usable to Trustworthy

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1 min read
Asynchronous Telemetry Blindness in AI Streaming Clients: A PoC Where Text Renders, Billing Stays at Zero

Asynchronous Telemetry Blindness in AI Streaming Clients: A PoC Where Text Renders, Billing Stays at Zero

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7 min read
Making LLM security verdicts verifiable: the evidence gate pattern

Making LLM security verdicts verifiable: the evidence gate pattern

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2 min read
Deploying Dify – Open-Source LLM Application Development Platform

Deploying Dify – Open-Source LLM Application Development Platform

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3 min read
Designing MCP Tools for a 7B Model, Not a 70B One

Batching fix for small local models

Designing MCP Tools for a 7B Model, Not a 70B One

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5 min read
Dockerless Verifies Coding-Agent Patches Without Containers: Execution-Free Patch Verification

Dockerless Verifies Coding-Agent Patches Without Containers: Execution-Free Patch Verification

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6 min read
We Audited Our Claude Code Setup Against Anthropic's Own Context-Engineering Rules — Here's What We Found

We Audited Our Claude Code Setup Against Anthropic's Own Context-Engineering Rules — Here's What We Found

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8 min read
Building a Multi-Agent Hiring Workflow with LangChain4j and LangGraph4j on Spring Boot

Building a Multi-Agent Hiring Workflow with LangChain4j and LangGraph4j on Spring Boot

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10 min read
How to Create a Personal AI Assistant Using Ollama and Open WebUI

How to Create a Personal AI Assistant Using Ollama and Open WebUI

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5 min read
Why ChatGPT and Claude give wrong answers from your PDFs (and how to fix the input)

Why ChatGPT and Claude give wrong answers from your PDFs (and how to fix the input)

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3 min read
Multi-Turn AI Conversations in TypeScript: What to Keep, What to Drop

Multi-Turn AI Conversations in TypeScript: What to Keep, What to Drop

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5 min read
It's not just you, Opus 5 is a "Jargon Douche" - but there's a fix

It's not just you, Opus 5 is a "Jargon Douche" - but there's a fix

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5 min read
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