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Hermes AI Assistant Skills for Real Production Setups
rosgluk profile
Rost

Hermes AI Assistant Skills for Real Production Setups

#selfhosting #hermes #aiagents #llm
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10 min read
Building Marksmith: lessons from making Markdown bearable in VS Code
rakkunn profile

Building Marksmith: lessons from making Markdown bearable in VS Code

#showdev #vscode #markdown #llm
5
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4 min read
Adaptive Model Routing and Fallback Logic: Routing Around LLM Provider Outages with Bifrost
kuldeep_paul profile

Adaptive Model Routing and Fallback Logic: Routing Around LLM Provider Outages with Bifrost

#ai #infrastructure #llm #systemdesign
Comments 2
7 min read
LLM Trace Storage Cost: Why Your S3 Bill Exploded, and 3 Fixes
gabrielanhaia profile

LLM Trace Storage Cost: Why Your S3 Bill Exploded, and 3 Fixes

#observability #llm #devops #cost
Comments 2
8 min read
SLMs vs. LLMs: When Smaller Wins
mark_thorn_llm profile

SLMs vs. LLMs: When Smaller Wins

#machinelearning #ai #webdev #llm
1
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8 min read
Stop Engineering Prompts: How an Eval-First Harness Let Us Ship 25 Algorithm Versions Autonomously
bmbrick profile

Stop Engineering Prompts: How an Eval-First Harness Let Us Ship 25 Algorithm Versions Autonomously

#ai #llm #mcp #devops
2
Comments 2
17 min read
Generalist Reasoning vs Scoped Autonomy: Why Claude Opus 4.7 and OpenAI Codex Aren't Competing — and Why That Should Change How You Build
chetan_e2dbf0aed91647397c profile

Generalist Reasoning vs Scoped Autonomy: Why Claude Opus 4.7 and OpenAI Codex Aren't Competing — and Why That Should Change How You Build

#ai #llm #agents #architecture
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3 min read
Local LLM Guide: The Complete Series — Find Your Starting Point 👋
lingdas1 profile

Local LLM Guide: The Complete Series — Find Your Starting Point 👋

#llm #ollama #opensource #beginners
1
Comments 1
3 min read
Hallucination Detection at the Trace Layer: 4 Detectors You Can Ship Today
gabrielanhaia profile

Hallucination Detection at the Trace Layer: 4 Detectors You Can Ship Today

#observability #llm #ai #monitoring
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10 min read
Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy
gabrielanhaia profile

Multi-Shot vs Zero-Shot: When Adding Examples Actually Hurts Accuracy

#ai #llm #prompt #benchmark
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8 min read
Per-Customer LLM Cost Reports (Without Rearchitecting Your Billing Pipeline)
gabrielanhaia profile

Per-Customer LLM Cost Reports (Without Rearchitecting Your Billing Pipeline)

#observability #llm #cost #devops
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8 min read
Eval Set Drift: How to Know When Your Golden Set Went Stale
gabrielanhaia profile

Eval Set Drift: How to Know When Your Golden Set Went Stale

#observability #llm #ai #testing
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8 min read
Generalist Reasoning vs Scoped Autonomy: Why Claude Opus 4.7 and OpenAI Codex Aren't Competing — and Why That Should Change How You Build
chetan_e2dbf0aed91647397c profile

Generalist Reasoning vs Scoped Autonomy: Why Claude Opus 4.7 and OpenAI Codex Aren't Competing — and Why That Should Change How You Build

#ai #llm #agents #architecture
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3 min read
I ran Flux Schnell + LLMs on a $50 GPU. No CUDA. No cloud. No ROCm.
aivisionslab profile

I ran Flux Schnell + LLMs on a $50 GPU. No CUDA. No cloud. No ROCm.

#ai #tutorial #llm #opensource
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2 min read
When Your Tool Returns Garbage, Agents Loop Forever. Here's the 30-Line Guard.
gabrielanhaia profile

When Your Tool Returns Garbage, Agents Loop Forever. Here's the 30-Line Guard.

#ai #agents #llm #python
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7 min read
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