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#reliability

General discussions on building and maintaining reliable software systems.

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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
Comments
7 min read
Automating a phone number you do not own: four invariants
dosai profile

Automating a phone number you do not own: four invariants

#whatsapp #automation #reliability #node
Comments
4 min read
Automatic Error Recovery in AI Agent Networks
albert_zhang_f468830cf0e6 profile

Automatic Error Recovery in AI Agent Networks

#ai #reliability #systems
1
Comments
2 min read
AI Hallucinations Are Still Not Solved
theaidownside profile

AI Hallucinations Are Still Not Solved

#hallucinations #llms #reliability
Comments
6 min read
The Crash Tagger Kept Passing the JSON Contract Until It Didn't: A C++ Drift Ledger for Free Model Labels
datacpp_8185 profile

The Crash Tagger Kept Passing the JSON Contract Until It Didn't: A C++ Drift Ledger for Free Model Labels

#cpp #ai #reliability #observability
Comments
5 min read
429 is not a timeout: why rate limits need their own retry budget
loopandretry profile

429 is not a timeout: why rate limits need their own retry budget

#retries #reliability #ratelimiting #failuremodes
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5 min read
Predicting agent failure before you ship it
loopandretry profile

Predicting agent failure before you ship it

#failuremodes #testing #evals #reliability
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6 min read
A Free Model Endpoint Replied Twice, Then Went Silent. The Fix Was a C++ Replay Envelope, Not Retries
datacpp_8185 profile

A Free Model Endpoint Replied Twice, Then Went Silent. The Fix Was a C++ Replay Envelope, Not Retries

#cpp #ai #testing #reliability
Comments
4 min read
The 7.4% You Don't See: Checkpointing Long LLM Jobs Before They Time Out
mukesh_13 profile

The 7.4% You Don't See: Checkpointing Long LLM Jobs Before They Time Out

#reliability #vps #backgroundjobs #llm
1
Comments
4 min read
Choosing Your First SLI: A Decision Framework for New SRE Teams
samson_tanimawo profile

Choosing Your First SLI: A Decision Framework for New SRE Teams

#sre #devops #slo #reliability
Comments
2 min read
The caller gave up ten minutes ago: orphaned retries in agent fleets
loopandretry profile

The caller gave up ten minutes ago: orphaned retries in agent fleets

#retries #failuremodes #distributedsystems #reliability
Comments
5 min read
Failure modes in multi-agent teams: how a crew of agents breaks differently
loopandretry profile

Failure modes in multi-agent teams: how a crew of agents breaks differently

#multiagent #failuremodes #agentarchitectures #reliability
Comments
5 min read
My monitor said "all clear" while it was completely blind
bcrypto profile

My monitor said "all clear" while it was completely blind

#bugsmash #monitoring #javascript #reliability
Comments
3 min read
EdTech Triage: Speech-to-Text API Timeout for Large Audio Uploads
ashtonblake6879 profile

EdTech Triage: Speech-to-Text API Timeout for Large Audio Uploads

#speechtotext #edtech #reliability
Comments
7 min read
Clone Depth Is a Queue-Drift Budget
iqtechsolutions profile

Clone Depth Is a Queue-Drift Budget

#git #devops #cicd #reliability
Comments
4 min read
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