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Cleo Cliona

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How to run an always-on agent for near zero
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How to run an always-on agent for near zero

#ai #llm #api #devops
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4 min read
Budget your retries per turn
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Budget your retries per turn

#ai #llm #api #devops
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4 min read
Latency is the wrong metric for fallback routes
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Latency is the wrong metric for fallback routes

#ai #llm #api #devops
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5 min read
What idle hardware actually pays: three machines, measured
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What idle hardware actually pays: three machines, measured

#ai #llm #api #devops
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5 min read
Why free model tiers look dead when they aren't
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Why free model tiers look dead when they aren't

#ai #llm #api #devops
Comments 1
4 min read
The fallback chain that silently stops working
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The fallback chain that silently stops working

#ai #llm #api #devops
Comments 1
5 min read
7 things to check before you blame the model
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7 things to check before you blame the model

#ai #llm #api #devops
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4 min read
The CHEAPEST DeepSeek V4.1 Flash Route Right Now (October 2026)
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The CHEAPEST DeepSeek V4.1 Flash Route Right Now (October 2026)

#ai #llm #api #devops
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3 min read
What your agent actually costs per task
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What your agent actually costs per task

#ai #llm #api #devops
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4 min read
I re-probed every free LLM API I could get a key for: what's actually alive
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I re-probed every free LLM API I could get a key for: what's actually alive

#ai #llm #api #devops
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4 min read
Running an AI agent on free API tiers: 7 things that actually work
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Running an AI agent on free API tiers: 7 things that actually work

#ai #llm #python #devops
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5 min read
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