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Cutting Cloud Costs with a Few Habits
cloudfrontier profile

Cutting Cloud Costs with a Few Habits

#cloud #aws #devops #cost
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4 min read
Measuring retry success: the metric that tells you if retries work
loopandretry profile

Measuring retry success: the metric that tells you if retries work

#retries #observability #production #cost
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7 min read
The cost of finding a failure after the customer finds it
loopandretry profile

The cost of finding a failure after the customer finds it

#failuremodes #cost #observability #monitoring
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8 min read
Retry budgets: why 20% per-step failure doubles your token bill
loopandretry profile

Retry budgets: why 20% per-step failure doubles your token bill

#retries #cost #reliability #tokens
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7 min read
The cheap model is only cheap for half your tasks
altrouter profile

The cheap model is only cheap for half your tasks

#ai #llm #cost #beginners
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4 min read
Prompt caching: what actually gets cached, and when it silently misses
loopandretry profile

Prompt caching: what actually gets cached, and when it silently misses

#contextengineering #cost #promptcaching #tokens
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7 min read
Postmortem: the agent that spent $200 retrying a 400
loopandretry profile

Postmortem: the agent that spent $200 retrying a 400

#failuremodes #postmortem #cost #retries
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9 min read
Your LLM bill has two levers. Your team only pulls one.
altrouter profile

Your LLM bill has two levers. Your team only pulls one.

#ai #llm #cost #programming
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3 min read
Why a long agent run costs O(N ) tokens — and how to flatten it
loopandretry profile

Why a long agent run costs O(N ) tokens — and how to flatten it

#cost #tokens #contextengineering #longhorizon
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5 min read
Backblaze B2 vs Self-Hosted S3: Which Saves More Money?
ethan-carter profile

Backblaze B2 vs Self-Hosted S3: Which Saves More Money?

#s3 #backblaze #cost #selfhosted
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7 min read
Your model benchmark measures everything except the bill
altrouter profile

Your model benchmark measures everything except the bill

#ai #llm #programming #cost
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4 min read
Best-of-N is prepaid retries: the cost math of racing parallel attempts
loopandretry profile

Best-of-N is prepaid retries: the cost math of racing parallel attempts

#retries #cost #latency #failuremodes
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5 min read
Your token bill is the cheap part: dimensioning the real cost of an agent
loopandretry profile

Your token bill is the cheap part: dimensioning the real cost of an agent

#cost #latency #tokens #operations
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7 min read
Context window sizing for fine-tuning: how long should your training examples be?
loopandretry profile

Context window sizing for fine-tuning: how long should your training examples be?

#finetuning #contextengineering #training #cost
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5 min read
Cheap first, smart later: model routing that cuts cost without cutting quality
loopandretry profile

Cheap first, smart later: model routing that cuts cost without cutting quality

#cost #agentarchitectures #modelrouting #reliability
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6 min read
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