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The AI Commit: daily AI engineering lab Series' Articles

Back to Mayur Agnani's Series

Cover image for How to Make Your Agent Check the Records It Changed Before It Says Done

Oct 20

How to Make Your Agent Check the Records It Changed Before It Says Done

#ai #agents #llm #softwareengineering

3 min read

Cover image for How to Stop a Coding Agent and an AI Reviewer From Looping on One Pull Request

Oct 20

How to Stop a Coding Agent and an AI Reviewer From Looping on One Pull Request

#ai #claudecode #llm #softwareengineering

3 min read

Cover image for How Sorting Your Prompts Speeds Up a Mixture-of-Experts Batch Job

Oct 21

How Sorting Your Prompts Speeds Up a Mixture-of-Experts Batch Job

#ai #llm #machinelearning #softwareengineering

3 min read

Cover image for Why Speculative Decoding Slows Hybrid Mamba Models at Large Batch Sizes

Oct 22

Why Speculative Decoding Slows Hybrid Mamba Models at Large Batch Sizes

#ai #llm #machinelearning #softwareengineering

3 min read

Cover image for Why Split Prefill and Decode GPUs Lose Time in the Hand-Off, Not the Network

Oct 23

Why Split Prefill and Decode GPUs Lose Time in the Hand-Off, Not the Network

#ai #llm #softwareengineering

3 min read

Cover image for Why Forced JSON Output Is Always Valid and Sometimes Wrong

Oct 24

Why Forced JSON Output Is Always Valid and Sometimes Wrong

#ai #agents #promptengineering #llm

3 min read

Cover image for How to Compare Model Prices When Each Model Counts Tokens Differently

Oct 25

How to Compare Model Prices When Each Model Counts Tokens Differently

#ai #llm #machinelearning #softwareengineering

3 min read

Cover image for How to Correct an LLM Judge's Pass Rate With 100 Human Labels

Oct 26

How to Correct an LLM Judge's Pass Rate With 100 Human Labels

#ai #machinelearning #observability #llm

3 min read

Cover image for How Claude Code and Codex Decide Which Skill Descriptions the Model Reads

Oct 27

How Claude Code and Codex Decide Which Skill Descriptions the Model Reads

#ai #claudecode #llm #agents

3 min read

Cover image for How to Find the Agent Actions a Prompt Injection Can Control

Oct 28

How to Find the Agent Actions a Prompt Injection Can Control

#ai #security #agents #mcp

3 min read

Cover image for How Many Pull Requests a Merge Queue Can Land in an Hour

Oct 29

How Many Pull Requests a Merge Queue Can Land in an Hour

#ai #llm #softwareengineering

3 min read

Cover image for How to Tell Whether a Second Model Reviewing Your Agent's Work Pays for Itself

Oct 30

How to Tell Whether a Second Model Reviewing Your Agent's Work Pays for Itself

#ai #agents #llm #softwareengineering

3 min read

Cover image for How to Tell What Claude Code and Codex Forget When They Compact a Session

Oct 31

How to Tell What Claude Code and Codex Forget When They Compact a Session

#ai #llm #agents #softwareengineering

3 min read

Cover image for How to Stop a Long LLM Answer From Freezing When the Server Runs Out of Memory

Nov 1

How to Stop a Long LLM Answer From Freezing When the Server Runs Out of Memory

#ai #llm #softwareengineering

3 min read

Cover image for How to Fix Jargon in Speech-to-Text Without Adding Words Nobody Said

Nov 2

How to Fix Jargon in Speech-to-Text Without Adding Words Nobody Said

#ai #machinelearning #promptengineering #llm

3 min read

Cover image for How to Choose How Many Search Results a Reranker Should Rescore

Nov 3

How to Choose How Many Search Results a Reranker Should Rescore

#ai #rag #llm #softwareengineering

3 min read

Cover image for How to Send Claude Only the New Messages in a Long Agent Loop

Nov 4

How to Send Claude Only the New Messages in a Long Agent Loop

#ai #agents #llm #softwareengineering

3 min read

Cover image for How to Stop a Model Picking the Wrong Fact From a Long Prompt

Nov 5

How to Stop a Model Picking the Wrong Fact From a Long Prompt

#ai #llm #rag #machinelearning

3 min read

Cover image for How to Predict Each User's Token Speed on a Shared GPU

Nov 6

How to Predict Each User's Token Speed on a Shared GPU

#ai #llm #softwareengineering

3 min read

Cover image for How a Coding Agent Finds Code: Grep Versus an Embedding Index

Nov 7

How a Coding Agent Finds Code: Grep Versus an Embedding Index

#ai #rag #llm #softwareengineering

3 min read