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Kubernetes cost optimization for startups
Abhishek Jaiswal
Abhishek Jaiswal
Abhishek Jaiswal
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Oct 24
Kubernetes cost optimization for startups
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kubernetes
#
aws
#
devops
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cost
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6 min read
Your chatbot's average call costs $0.006 — one pasted file can make it $2.03
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 24
Your chatbot's average call costs $0.006 — one pasted file can make it $2.03
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ai
#
llm
#
cost
#
beginners
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5 min read
The same prompt costs 1.64x more in Hindi than in English — one tokenizer ago it was 5.28x
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 22
The same prompt costs 1.64x more in Hindi than in English — one tokenizer ago it was 5.28x
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ai
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llm
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cost
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beginners
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4 min read
The model wrote 23 tokens and billed 150 — reasoning tokens are output you never see
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 21
The model wrote 23 tokens and billed 150 — reasoning tokens are output you never see
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ai
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llm
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cost
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beginners
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4 min read
The same phone photo costs 1,120 tokens on Gemini and 14,364 on GPT-5.6
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 20
The same phone photo costs 1,120 tokens on Gemini and 14,364 on GPT-5.6
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ai
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llm
#
cost
#
beginners
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4 min read
That "be helpful and friendly" paragraph in your system prompt costs $708 a year
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 19
That "be helpful and friendly" paragraph in your system prompt costs $708 a year
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ai
#
llm
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cost
#
beginners
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4 min read
Stop Lane Thrash: Pin Jobs After the First Ambiguous Retry
Odd_Background_328
Odd_Background_328
Odd_Background_328
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Oct 19
Stop Lane Thrash: Pin Jobs After the First Ambiguous Retry
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devops
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ai
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observability
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cost
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5 min read
Your nightly LLM job pays double — every big vendor gives 50% off for waiting a day
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 18
Your nightly LLM job pays double — every big vendor gives 50% off for waiting a day
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ai
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llm
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cost
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beginners
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4 min read
$667 or $1,100 for the same 100,000 JSON extractions — and the price per token never changed
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 17
$667 or $1,100 for the same 100,000 JSON extractions — and the price per token never changed
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ai
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llm
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cost
#
beginners
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4 min read
Your AI agent re-reads its tool list on every step — that's 32% of the bill
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 16
Your AI agent re-reads its tool list on every step — that's 32% of the bill
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ai
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llm
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cost
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agents
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4 min read
WebDAV vs Google Drive vs Dropbox: Real Cost After 3 Years
ç–Źĺ˝±
ç–Źĺ˝±
ç–Źĺ˝±
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Oct 14
WebDAV vs Google Drive vs Dropbox: Real Cost After 3 Years
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webdav
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cloud
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storage
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cost
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3 min read
The "next version" of your LLM can cost 33% less — or 4x more
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 23
The "next version" of your LLM can cost 33% less — or 4x more
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ai
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llm
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cost
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beginners
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4 min read
Evaluating Multi-Cluster EKS Deployments and Management Tools for AWS-Only Users
Marina Kovalchuk
Marina Kovalchuk
Marina Kovalchuk
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Oct 9
Evaluating Multi-Cluster EKS Deployments and Management Tools for AWS-Only Users
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eks
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aws
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multicluster
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cost
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13 min read
The Meter Is the New Lock — Your Agent Needs a Ceiling Before It Needs a Brain
goodpa
goodpa
goodpa
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Oct 7
The Meter Is the New Lock — Your Agent Needs a Ceiling Before It Needs a Brain
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ai
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agents
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infrastructure
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cost
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4 min read
The observability bill is a design problem
Ahmet Zeybek
Ahmet Zeybek
Ahmet Zeybek
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Oct 6
The observability bill is a design problem
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observability
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opentelemetry
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cost
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sre
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8 min read
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