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Progressing in Bifrost project

Progressing in Bifrost project

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2 min read
Base LLMs vs Instruction-Tuned LLMs: Understanding the Architecture Behind ChatGPT and Claude

Base LLMs vs Instruction-Tuned LLMs: Understanding the Architecture Behind ChatGPT and Claude

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3 min read
Reranking and Two-Stage Retrieval: Precision When It Matters Most

Reranking and Two-Stage Retrieval: Precision When It Matters Most

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2 min read
LLMs Hallucinate. RAG Fixes That — Here’s How We Built a Reliable Healthcare AI

LLMs Hallucinate. RAG Fixes That — Here’s How We Built a Reliable Healthcare AI

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3 min read
Dec 12, 2025 | The Tongyi Weekly: Your weekly dose of cutting-edge AI from Tongyi Lab

Dec 12, 2025 | The Tongyi Weekly: Your weekly dose of cutting-edge AI from Tongyi Lab

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5 min read
This Might Be the Best Ollama Chat Client: OllaMan

This Might Be the Best Ollama Chat Client: OllaMan

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4 min read
Dense vs Sparse Retrieval: Mastering FAISS, BM25, and Hybrid Search

Dense vs Sparse Retrieval: Mastering FAISS, BM25, and Hybrid Search

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15 min read
Beyond the Black Box: Neuro‑Symbolic AI, Metacognition, and the Next Leap in Machine Intelligence

Beyond the Black Box: Neuro‑Symbolic AI, Metacognition, and the Next Leap in Machine Intelligence

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12 min read
Prompt Length vs. Context Window: The Real Limits Behind LLM Performance

Prompt Length vs. Context Window: The Real Limits Behind LLM Performance

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4 min read
Prompt‑Powered User Personas: From Messy Logs to Living Profiles

Prompt‑Powered User Personas: From Messy Logs to Living Profiles

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14 min read
Cut Your LLM Costs by ~30% With Prompt Optimization (What Actually Works in Production)

Cut Your LLM Costs by ~30% With Prompt Optimization (What Actually Works in Production)

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3 min read
Why Context Engineering Matters More Than Model Choice in LLM Systems

Why Context Engineering Matters More Than Model Choice in LLM Systems

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3 min read
How an LLM Gateway Can Help You Build Better AI Applications

How an LLM Gateway Can Help You Build Better AI Applications

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11 min read
Building an AI That Writes Like It Has a Memory: The Robot Diary Project

Building an AI That Writes Like It Has a Memory: The Robot Diary Project

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7 min read
Finally Got My Dify Agent Working in Discord, Telegram and Slack

Finally Got My Dify Agent Working in Discord, Telegram and Slack

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3 min read
Start Hacking Now: What a €500M API Migration Taught Me About AI in Production

Start Hacking Now: What a €500M API Migration Taught Me About AI in Production

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4 min read
Dabis Content Manager

Dabis Content Manager

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1 min read
Weaviate for RAG: When It Shines (and When It Doesn’t)

Weaviate for RAG: When It Shines (and When It Doesn’t)

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2 min read
Why We Replaced Our Orchestrator with a 'Regex' Switch

Why We Replaced Our Orchestrator with a 'Regex' Switch

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4 min read
You’re Talking to Your AI Wrong. Here’s How to Fix It.

You’re Talking to Your AI Wrong. Here’s How to Fix It.

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3 min read
Fine-Tuning Llama 3 with PEFT

Fine-Tuning Llama 3 with PEFT

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2 min read
Taming Opus 4.5's Efficiency: Using TodoWrite to Keep Claude Code on Track

Taming Opus 4.5's Efficiency: Using TodoWrite to Keep Claude Code on Track

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2 min read
How to Build an AI Agent Evaluation Framework from Scratch

How to Build an AI Agent Evaluation Framework from Scratch

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5 min read
Why your AI assistant lies to you (and how to fix it)

Why your AI assistant lies to you (and how to fix it)

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4 min read
Supercharge Your Fish Shell: Stop Googling, Start Commanding with AI

Supercharge Your Fish Shell: Stop Googling, Start Commanding with AI

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3 min read
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