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Why AI Agents Forget, And How to Build Memory That Actually Works in Production
Abdul Rehman
Abdul Rehman
Abdul Rehman
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Jun 24
Why AI Agents Forget, And How to Build Memory That Actually Works in Production
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aiagents
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llm
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production
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memory
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5 min read
How to Access DeepSeek API from Outside China (2026 Guide)
Zhouxia Qian
Zhouxia Qian
Zhouxia Qian
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Jun 24
How to Access DeepSeek API from Outside China (2026 Guide)
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deepseek
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api
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tutorial
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llm
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2
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3 min read
Lenovo's AI Host P7: 190 TOPS, 30W, 122B Models — Too Good to Be True?
keeper
keeper
keeper
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May 21
Lenovo's AI Host P7: 190 TOPS, 30W, 122B Models — Too Good to Be True?
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ai
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hardware
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llm
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machinelearning
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3 min read
Lookspan: local-first observability for AI agents
Jonathan Martin Paez
Jonathan Martin Paez
Jonathan Martin Paez
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Jun 3
Lookspan: local-first observability for AI agents
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ai
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llm
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observability
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opensource
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1 min read
The Physical Laws of AI Migrations: Architecting an LLM Orchestrator that Survives Reality
M Hossein
M Hossein
M Hossein
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Jun 24
The Physical Laws of AI Migrations: Architecting an LLM Orchestrator that Survives Reality
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ai
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architecture
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distributedsystems
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llm
3
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1
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4 min read
How Markus Builds AI Teams That Actually Ship — Not Just Chat
Jason
Jason
Jason
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May 21
How Markus Builds AI Teams That Actually Ship — Not Just Chat
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agents
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ai
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llm
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softwareengineering
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5 min read
Bootstrap confidence intervals for your LLM eval metrics
Marcus Chen
Marcus Chen
Marcus Chen
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Jun 24
Bootstrap confidence intervals for your LLM eval metrics
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machinelearning
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llm
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2
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4 min read
One API Key for GPT, Claude, Gemini, and Qwen: A Practical Guide to OpenAI-Compatible Model Routing
plasma
plasma
plasma
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Jun 24
One API Key for GPT, Claude, Gemini, and Qwen: A Practical Guide to OpenAI-Compatible Model Routing
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ai
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api
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5 min read
Meet Deliberation: 400+ models is easy, knowing which ones earn a place is hard.
Anton Babenko
Anton Babenko
Anton Babenko
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AWS Heroes
Jun 3
Meet Deliberation: 400+ models is easy, knowing which ones earn a place is hard.
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ai
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llm
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council
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deliberation
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11 min read
[Open-Source LLM Agent #2] Streaming a LangGraph Agent as OpenAI-Compatible SSE (with a Thinking Panel)
duke
duke
duke
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Jun 24
[Open-Source LLM Agent #2] Streaming a LangGraph Agent as OpenAI-Compatible SSE (with a Thinking Panel)
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langchain
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llm
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python
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streaming
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5 min read
RAG in production: the failure modes nobody warns you about
Mridul Nagpal
Mridul Nagpal
Mridul Nagpal
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Jun 24
RAG in production: the failure modes nobody warns you about
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ai
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architecture
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llm
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rag
2
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2
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3 min read
Complex AI frameworks need acceptance-ready context packs, not longer prompts
Tang Weigang
Tang Weigang
Tang Weigang
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May 21
Complex AI frameworks need acceptance-ready context packs, not longer prompts
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agents
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ai
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llm
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softwareengineering
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3 min read
MCP Security: The Risks of Model Context Protocol and How to Govern It (2026)
ricco020
ricco020
ricco020
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Jun 24
MCP Security: The Risks of Model Context Protocol and How to Govern It (2026)
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ai
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security
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llm
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programming
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6 min read
I built PromptLens — a free, local-first LLM prompt evaluation tool (open source, looking for contributors)
Niveditha Sathish Nair
Niveditha Sathish Nair
Niveditha Sathish Nair
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May 21
I built PromptLens — a free, local-first LLM prompt evaluation tool (open source, looking for contributors)
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opensource
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contributorswanted
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llm
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machinelearning
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1 min read
MCP After Year One — Six Design Lessons the Industry Is Still Learning
Arthur
Arthur
Arthur
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Jun 23
MCP After Year One — Six Design Lessons the Industry Is Still Learning
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mcp
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aiagents
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anthropic
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llm
2
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8 min read
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