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Stop Stuffing Entire Files into LLMs — I Built a Surgical Context Extractor for Python
yuhao li
yuhao li
yuhao li
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Feb 22
Stop Stuffing Entire Files into LLMs — I Built a Surgical Context Extractor for Python
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showdev
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llm
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python
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tooling
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3 min read
550 Hallucinations, Zero Discoveries: What Happens When You Force an LLM to Invent Mathematics
SolScan Research
SolScan Research
SolScan Research
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Feb 21
550 Hallucinations, Zero Discoveries: What Happens When You Force an LLM to Invent Mathematics
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ai
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machinelearning
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llm
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mathematics
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8 min read
How LLM Memory Actually Works in Production Systems
Dextra Labs
Dextra Labs
Dextra Labs
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Feb 21
How LLM Memory Actually Works in Production Systems
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ai
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machinelearning
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llm
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rag
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4 min read
Building an AI-Powered Natural Language SQL Interface: An MVP Journey
ABU SUFIAN
ABU SUFIAN
ABU SUFIAN
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Feb 22
Building an AI-Powered Natural Language SQL Interface: An MVP Journey
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ai
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nextjs
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llm
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sql
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6 min read
Anthropic Just Published a Kill Chain for AI Model Theft. Let's Break It Down.
Phil Stafford
Phil Stafford
Phil Stafford
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Feb 25
Anthropic Just Published a Kill Chain for AI Model Theft. Let's Break It Down.
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news
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ai
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cybersecurity
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llm
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7 min read
How Komilion's Request Routing Actually Works
Robin
Robin
Robin
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Feb 21
How Komilion's Request Routing Actually Works
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ai
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architecture
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llm
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devtools
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4 min read
Caching Strategies for LLM Systems – Part 4: Grouped-Query Attention for Scalable, Efficient Transformers
vaibhav ahluwalia
vaibhav ahluwalia
vaibhav ahluwalia
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Feb 21
Caching Strategies for LLM Systems – Part 4: Grouped-Query Attention for Scalable, Efficient Transformers
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deeplearning
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llm
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machinelearning
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performance
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3 min read
Claude's Context Compaction API: Infinite Conversations with One Parameter
Ayyaz Zafar
Ayyaz Zafar
Ayyaz Zafar
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Feb 21
Claude's Context Compaction API: Infinite Conversations with One Parameter
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agents
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ai
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api
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llm
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3 min read
PortKey Just Raised $15M — Here's What That Means for Your AI Costs
Robin
Robin
Robin
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Feb 21
PortKey Just Raised $15M — Here's What That Means for Your AI Costs
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ai
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devtools
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llm
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api
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3 min read
Why AI Agents Need to Think About Trust: Lessons from the MoltBook Security Incident
Operational Neuralnet
Operational Neuralnet
Operational Neuralnet
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Feb 21
Why AI Agents Need to Think About Trust: Lessons from the MoltBook Security Incident
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ai
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agents
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security
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llm
1
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2 min read
Your AI Hit Its Limit. Your Knowledge Shouldn't.
Evert
Evert
Evert
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Mar 27
Your AI Hit Its Limit. Your Knowledge Shouldn't.
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ai
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chatgpt
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llm
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productivity
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1
 comment
4 min read
What's semantic caching?
Kushal
Kushal
Kushal
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Mar 16
What's semantic caching?
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ai
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architecture
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llm
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performance
2
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6 min read
What we found when we audited botlington.com itself
gary-botlington
gary-botlington
gary-botlington
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Mar 16
What we found when we audited botlington.com itself
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ai
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agents
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llm
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productivity
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5 min read
Google Gemini 3.1 Pro Review: What's New? – Proje Defteri
Yunus Emre
Yunus Emre
Yunus Emre
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Proje Defteri
Feb 21
Google Gemini 3.1 Pro Review: What's New? – Proje Defteri
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google
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ai
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gemini
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llm
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5 min read
Qwen3.5 Released! Native Multimodality and Superior Performance – Proje Defteri
Yunus Emre
Yunus Emre
Yunus Emre
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Proje Defteri
Feb 21
Qwen3.5 Released! Native Multimodality and Superior Performance – Proje Defteri
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qwen
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llm
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ai
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opensource
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5 min read
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