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The harness is not the model: what you pick with an agentic CLI
Szymon Paluch
Szymon Paluch
Szymon Paluch
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Oct 23
The harness is not the model: what you pick with an agentic CLI
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ai
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agents
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claude
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llm
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13 min read
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Calling open models inside a TEE with the OpenAI Python SDK
VoltageGPU
VoltageGPU
VoltageGPU
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Oct 23
Calling open models inside a TEE with the OpenAI Python SDK
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ai
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llm
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privacy
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python
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2 min read
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LLMOps Is Supply Chain Work: Pinning the Inputs You Don't Control
skvrtyk
skvrtyk
skvrtyk
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Oct 23
LLMOps Is Supply Chain Work: Pinning the Inputs You Don't Control
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ai
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devops
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python
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5 min read
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Local AI in 2026: What One 24 GB GPU Can Actually Run
Abdullah
Abdullah
Abdullah
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Oct 23
Local AI in 2026: What One 24 GB GPU Can Actually Run
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ai
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llm
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opensource
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programming
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3 min read
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Coverage Is Not Capability: What Whisper Taught Me About African Speech
Bernard Abuto
Bernard Abuto
Bernard Abuto
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Oct 27
Coverage Is Not Capability: What Whisper Taught Me About African Speech
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ai
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llm
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machinelearning
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openai
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5 min read
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The hidden prompt tokens in cheap LLM APIs
UplinkSwitch
UplinkSwitch
UplinkSwitch
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Oct 23
The hidden prompt tokens in cheap LLM APIs
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ai
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llm
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api
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testing
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3 min read
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The case for on-prem LLMs in security scanning
hugginf_expert
hugginf_expert
hugginf_expert
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Oct 23
The case for on-prem LLMs in security scanning
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security
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llm
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ai
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1 min read
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We audited 134,522 posts to see why AI writing still sounds fake (and open-sourced a deterministic syntactic gate)
Adrian M. Peticila
Adrian M. Peticila
Adrian M. Peticila
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Oct 23
We audited 134,522 posts to see why AI writing still sounds fake (and open-sourced a deterministic syntactic gate)
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llm
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opensource
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writing
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3 min read
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How we built an AI buyer that pushes back (instead of agreeing with you)
Kulissa
Kulissa
Kulissa
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Oct 27
How we built an AI buyer that pushes back (instead of agreeing with you)
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ai
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voice
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llm
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startup
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6 min read
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vLLM prefix caching on vs off: 7.5x the throughput with a 4,000-token system prompt on one L40S
Runcrate
Runcrate
Runcrate
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Oct 27
vLLM prefix caching on vs off: 7.5x the throughput with a 4,000-token system prompt on one L40S
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vllm
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llm
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gpu
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performance
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6 min read
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The real cost of "just add RAG"
Rishi Makwana
Rishi Makwana
Rishi Makwana
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Oct 23
The real cost of "just add RAG"
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rag
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ai
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architecture
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llm
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4 min read
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Tiered Context: A Knowledge Hierarchy for AI Agents
Rost
Rost
Rost
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Oct 23
Tiered Context: A Knowledge Hierarchy for AI Agents
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knowledgemanagement
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ai
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15 min read
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Claude Code Auto-Compact: 12 of 22 Drops Were Real, Half Were One Turn
Sungwoo Lee
Sungwoo Lee
Sungwoo Lee
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Oct 27
Claude Code Auto-Compact: 12 of 22 Drops Were Real, Half Were One Turn
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claudecode
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ai
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productivity
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llm
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6 min read
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Walmart's Agent Gateway Is the Integration Target Shopping-Agent Devs Needed — Here's the Consent Flow I'd Build
Shivam Kumar
Shivam Kumar
Shivam Kumar
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Oct 23
Walmart's Agent Gateway Is the Integration Target Shopping-Agent Devs Needed — Here's the Consent Flow I'd Build
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agents
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ai
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llm
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mcp
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3 min read
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AI SDLC - AI Delivery Engine Continuous Monitoring
Georgia Kali
Georgia Kali
Georgia Kali
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Oct 23
AI SDLC - AI Delivery Engine Continuous Monitoring
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ai
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observability
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llm
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5 min read
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