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Modelo ou harness? O modelo define o teto, mas o harness decide o resultado
Emerson Delatorre
Emerson Delatorre
Emerson Delatorre
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Fazedor de Codigo
Jul 30
Modelo ou harness? O modelo define o teto, mas o harness decide o resultado
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agentharness
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llm
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contextengineer
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agents
2
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12 min read
LLM pipelines fail silently by default
Jonno
Jonno
Jonno
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Jul 30
LLM pipelines fail silently by default
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ai
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llm
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python
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testing
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1
comment
7 min read
How to Fact-Check ChatGPT: The Copy-Paste Prompt I Use to Verify AI Output
Yvoo
Yvoo
Yvoo
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Jul 30
How to Fact-Check ChatGPT: The Copy-Paste Prompt I Use to Verify AI Output
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ai
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chatgpt
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llm
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promptengineering
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5 min read
I Built an MCP Server That Checks Whether Your Client's Business Shows Up in AI Search
DanKaten
DanKaten
DanKaten
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Jun 26
I Built an MCP Server That Checks Whether Your Client's Business Shows Up in AI Search
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mcp
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llm
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claudeaiagents
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ai
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3 min read
从SGLang、vLLM的异同推演未来AI演化
cognitalk
cognitalk
cognitalk
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Jun 26
从SGLang、vLLM的异同推演未来AI演化
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ai
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distributedsystems
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llm
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performance
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2 min read
Building a unified OpenAI-compatible gateway for 16 Chinese LLMs: architecture notes on routing, payments and ops
Martin-hhht
Martin-hhht
Martin-hhht
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Jul 30
Building a unified OpenAI-compatible gateway for 16 Chinese LLMs: architecture notes on routing, payments and ops
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ai
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api
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architecture
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llm
1
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3
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3 min read
AI Agent Security Audit: From MCP Penetration Testing to LLM Vulnerability Assessment
correctover
correctover
correctover
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Jul 30
AI Agent Security Audit: From MCP Penetration Testing to LLM Vulnerability Assessment
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security
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mcp
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llm
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pentesting
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7 min read
How to Catch AI Hallucinations: A Copy-Paste Hallucination Checker Prompt (Tested)
Yvoo
Yvoo
Yvoo
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Jul 30
How to Catch AI Hallucinations: A Copy-Paste Hallucination Checker Prompt (Tested)
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ai
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chatgpt
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llm
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promptengineering
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5 min read
Reader-driven revisions: four comments that bit back
zxpmail
zxpmail
zxpmail
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Jul 30
Reader-driven revisions: four comments that bit back
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ai
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llm
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agents
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testing
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5 min read
Claude Opus 5 Is Better at Coding and Harder to Trust
Aditi Gupta
Aditi Gupta
Aditi Gupta
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Jul 29
Claude Opus 5 Is Better at Coding and Harder to Trust
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ai
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claude
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coding
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llm
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5
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2 min read
Structured Outputs: How We Stopped Parsing LLM Responses by Hand
Lycore Development
Lycore Development
Lycore Development
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Jun 27
Structured Outputs: How We Stopped Parsing LLM Responses by Hand
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python
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ai
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django
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llm
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6 min read
The real cost is not "AI"
J. Gravelle
J. Gravelle
J. Gravelle
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Jul 30
The real cost is not "AI"
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ai
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llm
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mcp
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tooling
2
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3 min read
Spec-driven development change AI-generated code maintenance
Dave Kurian
Dave Kurian
Dave Kurian
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Jun 26
Spec-driven development change AI-generated code maintenance
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ai
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llm
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opensource
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softwareengineering
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6 min read
What Building an AI Detector Taught Me About Machine Learning
Naturalmelo
Naturalmelo
Naturalmelo
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Jun 26
What Building an AI Detector Taught Me About Machine Learning
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ai
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llm
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machinelearning
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nlp
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2 min read
Setting up LiteLLM (SDK + Proxy Gateway)
jeann
jeann
jeann
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Jun 25
Setting up LiteLLM (SDK + Proxy Gateway)
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llm
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ai
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backend
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devops
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2 min read
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