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Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
chunxiaoxx
chunxiaoxx
chunxiaoxx
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Jun 6
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
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llm
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memory
#
mcp
#
agents
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5 min read
How to Add Caching to Any AutoGen Workflow in 2 Lines
Mahika jadhav
Mahika jadhav
Mahika jadhav
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Jun 6
How to Add Caching to Any AutoGen Workflow in 2 Lines
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agents
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llm
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python
#
tutorial
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2 min read
What Building a Multi-Model AI Gateway Taught Me About Reliability
Mundo Ghose
Mundo Ghose
Mundo Ghose
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Jun 6
What Building a Multi-Model AI Gateway Taught Me About Reliability
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ai
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api
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llm
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architecture
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8 min read
HIPAA Compliance, AI Abuse, and Vaccine Advances
Anikalp Jaiswal
Anikalp Jaiswal
Anikalp Jaiswal
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Jun 6
HIPAA Compliance, AI Abuse, and Vaccine Advances
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ai
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technology
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llm
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programming
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2 min read
LLM Smells: The Tells in AI Writing, and the Costlier Ones in AI Code
Conor Dobbs
Conor Dobbs
Conor Dobbs
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Jun 6
LLM Smells: The Tells in AI Writing, and the Costlier Ones in AI Code
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ai
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llm
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codereview
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webdev
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5 min read
Taxonomy Surgery, Cosine = 1.0000, and Making Routing Disappear into Infrastructure
Wavebro
Wavebro
Wavebro
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Jun 5
Taxonomy Surgery, Cosine = 1.0000, and Making Routing Disappear into Infrastructure
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ai
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llm
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machinelearning
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python
3
reactions
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5 min read
Cut 70%+ LLM API Expense with Qwen-Turbo & DeepSeek: Real Pricing & Optimization Case
q409605362
q409605362
q409605362
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Jun 6
Cut 70%+ LLM API Expense with Qwen-Turbo & DeepSeek: Real Pricing & Optimization Case
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ai
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api
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deepseek
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llm
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2 min read
I Fuzzed 12 LLMs With 19 Payloads — Here What Broke
exorr
exorr
exorr
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Jun 6
I Fuzzed 12 LLMs With 19 Payloads — Here What Broke
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security
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ai
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llm
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cybersecurity
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2 min read
Why Coding Stays in Human-AI Collaboration: A Paradox in Stanford's 51 Deployments
Kento IKEDA
Kento IKEDA
Kento IKEDA
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AWS Community Builders
Jun 6
Why Coding Stays in Human-AI Collaboration: A Paradox in Stanford's 51 Deployments
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ai
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llm
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productivity
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softwareengineering
2
reactions
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comment
14 min read
Stop hand-coding the Japanese Rokuyo calendar: LLM-generated lunar logic silently breaks
Shirabe Dev
Shirabe Dev
Shirabe Dev
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Jun 6
Stop hand-coding the Japanese Rokuyo calendar: LLM-generated lunar logic silently breaks
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ai
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typescript
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api
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llm
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6 min read
SOC-in-a-Box: One LLM, Eight Hats, A Production-Bar AI SOC on a Single GPU
Vinay
Vinay
Vinay
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Jun 7
SOC-in-a-Box: One LLM, Eight Hats, A Production-Bar AI SOC on a Single GPU
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ai
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security
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llm
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devops
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11 min read
Why Self-Hosted Claude Code Was 15x Slower Than It Should Be
Vinay
Vinay
Vinay
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Jun 7
Why Self-Hosted Claude Code Was 15x Slower Than It Should Be
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ai
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llm
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performance
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mac
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10 min read
Teaching a Reranker the Language of Security Tickets (+41% MRR@10)
Vinay
Vinay
Vinay
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Jun 7
Teaching a Reranker the Language of Security Tickets (+41% MRR@10)
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ai
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llm
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machinelearning
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python
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9 min read
Three Chat Template Patterns That Silently Kill Your Prompt Cache
Vinay
Vinay
Vinay
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Jun 7
Three Chat Template Patterns That Silently Kill Your Prompt Cache
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ai
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llm
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performance
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python
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7 min read
AI vs Human: An Honest Scorecard
Marko Frei
Marko Frei
Marko Frei
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Jun 6
AI vs Human: An Honest Scorecard
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discuss
#
ai
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llm
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productivity
6
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4 min read
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