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Built an open-source memory layer for local LLMs — single-shot calls, auto-extracted constraints, no context degradation
Justin Joseph
Justin Joseph
Justin Joseph
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May 2
Built an open-source memory layer for local LLMs — single-shot calls, auto-extracted constraints, no context degradation
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ai
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llm
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opensource
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1 min read
MAI-Thinking-1: Microsoft's New Reasoning Model and What It Means for Developers
ArshTechPro
ArshTechPro
ArshTechPro
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Jun 5
MAI-Thinking-1: Microsoft's New Reasoning Model and What It Means for Developers
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ai
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microsoft
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llm
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agents
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6 min read
Building WeaveLLM: Why .NET Deserves a Better then LangChain
Harshil Shah
Harshil Shah
Harshil Shah
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May 2
Building WeaveLLM: Why .NET Deserves a Better then LangChain
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ai
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dotnet
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csharp
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llm
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9 min read
My agent swarm had a productive night. My pipeline lied about it.
Nic Lydon
Nic Lydon
Nic Lydon
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Jun 5
My agent swarm had a productive night. My pipeline lied about it.
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ai
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agents
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buildinpublic
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llm
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1
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5 min read
How LLMs Actually Work: A Developer's Mental Model
Marko Frei
Marko Frei
Marko Frei
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Jun 5
How LLMs Actually Work: A Developer's Mental Model
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ai
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machinelearning
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llm
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beginners
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6 min read
What Happens When You Evaluate a B2B Sales Agent on Tasks It Was Never Designed For
Melaku Genet
Melaku Genet
Melaku Genet
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May 2
What Happens When You Evaluate a B2B Sales Agent on Tasks It Was Never Designed For
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machinelearning
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ai
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benchmark
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llm
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5 min read
Vibe Coding vs Prompt Engineering vs Context Engineering — What's the Difference?
Sreeraj Sreenivasan
Sreeraj Sreenivasan
Sreeraj Sreenivasan
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Jun 5
Vibe Coding vs Prompt Engineering vs Context Engineering — What's the Difference?
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ai
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programming
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vibecoding
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4 min read
I tested 4 free 70B-class LLM endpoints for real production work — here's what each is actually good at
Pranav Chandra
Pranav Chandra
Pranav Chandra
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May 2
I tested 4 free 70B-class LLM endpoints for real production work — here's what each is actually good at
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ai
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llm
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opensource
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webdev
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5 min read
Hybrid LLM Routing: Ollama + Claude API Without Quality Degradation
Ravil Minigulov
Ravil Minigulov
Ravil Minigulov
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May 2
Hybrid LLM Routing: Ollama + Claude API Without Quality Degradation
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llm
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python
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fastapi
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ai
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4 min read
I tested 4 local models as memory classifiers for OpenClaw — and thinking models are a trap
innerca
innerca
innerca
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May 2
I tested 4 local models as memory classifiers for OpenClaw — and thinking models are a trap
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agents
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ai
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5 min read
Gemma 4 12B: Google's encoder-free multimodal AI now runs on a laptop
Andrew Kew
Andrew Kew
Andrew Kew
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Jun 5
Gemma 4 12B: Google's encoder-free multimodal AI now runs on a laptop
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ai
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machinelearning
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developer
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2 min read
Helicone is now in maintenance mode. Here is how to switch to a self-hosted alternative in 5 minutes.
Adarsh Rao
Adarsh Rao
Adarsh Rao
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May 2
Helicone is now in maintenance mode. Here is how to switch to a self-hosted alternative in 5 minutes.
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selfhosted
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devops
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python
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2 min read
KVQuant: real terminal proof for KV-cache compression
Aman Sachan
Aman Sachan
Aman Sachan
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May 3
KVQuant: real terminal proof for KV-cache compression
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ai
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llm
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machinelearning
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performance
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5 min read
How to access DeepSeek and Qwen alongside OpenAI without managing separate API keys for everything
yukixing6-star
yukixing6-star
yukixing6-star
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May 2
How to access DeepSeek and Qwen alongside OpenAI without managing separate API keys for everything
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ai
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machinelearning
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2 min read
Tenacious-Bench v0.1: a small B2B sales-outreach benchmark with contamination checks
Beamlaka
Beamlaka
Beamlaka
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May 2
Tenacious-Bench v0.1: a small B2B sales-outreach benchmark with contamination checks
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agents
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ai
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llm
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machinelearning
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2 min read
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