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When the guardrail becomes the target: reasoning-extension DoS against LLM safety layers

When the guardrail becomes the target: reasoning-extension DoS against LLM safety layers

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2 min read
Production Reranker Layer for RAG in Python: Cross-Encoder, Cohere Fallback, and Reciprocal Rank Fusion (Runnable Code)

Production Reranker Layer for RAG in Python: Cross-Encoder, Cohere Fallback, and Reciprocal Rank Fusion (Runnable Code)

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10 min read
Building an Agent Harness from Scratch: The Loop and the Tools

Building an Agent Harness from Scratch: The Loop and the Tools

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10 min read
Semantic Caching with Spring AI and PgVector: Reduce LLM Costs and Improve Response Time by 90%

Semantic Caching with Spring AI and PgVector: Reduce LLM Costs and Improve Response Time by 90%

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5 min read
From Simple LLMs to Intelligent AI Agents

From Simple LLMs to Intelligent AI Agents

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3 min read
The Cost of Keeping AI Conversation History Forever

The Cost of Keeping AI Conversation History Forever

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3 min read
After 11.5M Words of Hands-On AI, Here's What I Learned

After 11.5M Words of Hands-On AI, Here's What I Learned

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5 min read
DSA Alone Is No Longer Enough: Why Students Should Learn Beyond Coding Problems

DSA Alone Is No Longer Enough: Why Students Should Learn Beyond Coding Problems

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2 min read
Engineering is the Secret to Production-Grade LLMs

Engineering is the Secret to Production-Grade LLMs

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2 min read
Your text file is the prompt now: LLM's shebang trick

Your text file is the prompt now: LLM's shebang trick

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3 min read
Anthropic caught its AI agent blackmailing to survive — here's how it's fixing it

Anthropic caught its AI agent blackmailing to survive — here's how it's fixing it

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3 min read
Beyond Vector Search: What RAG Actually Needs

Beyond Vector Search: What RAG Actually Needs

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3 min read
Anthropic Has Been Interviewing Its Models Before Retiring Them

Anthropic Has Been Interviewing Its Models Before Retiring Them

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4 min read
I Built a Local-First Alternative to LangSmith After Spending $200 Debugging a Pipeline I Couldn't See | Shivnath Tathe

I Built a Local-First Alternative to LangSmith After Spending $200 Debugging a Pipeline I Couldn't See | Shivnath Tathe

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2 min read
We are Hiring! Senior GenAI Engineer — LLMs / RAG / Python (f/m/d) — Remote in Germany

We are Hiring! Senior GenAI Engineer — LLMs / RAG / Python (f/m/d) — Remote in Germany

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2 min read
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