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Cloud bills kept climbing from 24/7 AI development — I moved the decisions and the implementation to my own local LLMs and cut the cost
uehara profile

Cloud bills kept climbing from 24/7 AI development — I moved the decisions and the implementation to my own local LLMs and cut the cost

#ai #llm #localllm #costoptimization
Comments
10 min read
Don't store trust, derive it: a trust model for agent-written docs
scaccogatto profile

Don't store trust, derive it: a trust model for agent-written docs

#ai #claudecode #opensource #llm
Comments 3
4 min read
Testing LLMs Like Software: A Promptfoo Deep Dive for QA Engineers
himanshuai profile

Testing LLMs Like Software: A Promptfoo Deep Dive for QA Engineers

#llm #testing #promptfoo #qa
Comments 2
10 min read
We almost handed out AWS keys to every team. So I built an LLM gateway instead.
nrejve profile

We almost handed out AWS keys to every team. So I built an LLM gateway instead.

#aws #ai #llm
1
Comments
7 min read
Your eval suite passes. I built the tool that checks whether it checks anything.
agentdev9 profile

Your eval suite passes. I built the tool that checks whether it checks anything.

#showdev #testing #llm #opensource
3
Comments
2 min read
Harness Engineering - Part 7: The Memory Layer
coderonfleek profile

Harness Engineering - Part 7: The Memory Layer

#ai #agents #python #llm
Comments
8 min read
Harness Engineering - Part 4: The Tool Layer
coderonfleek profile

Harness Engineering - Part 4: The Tool Layer

#ai #agents #python #llm
Comments
7 min read
Building EdgeSync-LLM: The Final Architecture for Decentralized, Offline-First Local AI 🚀
bossandboss profile

Building EdgeSync-LLM: The Final Architecture for Decentralized, Offline-First Local AI 🚀

#ai #architecture #distributedsystems #llm
Comments
3 min read
Harness Engineering - Part 6: The Filesystem & Environment
coderonfleek profile

Harness Engineering - Part 6: The Filesystem & Environment

#ai #agents #python #llm
Comments
7 min read
Stop Copy-Pasting: Claude Artifacts Change the Inner Loop
albertomontagnese profile

Stop Copy-Pasting: Claude Artifacts Change the Inner Loop

#ai #llm #claude #devtools
Comments 1
3 min read
Decoupling Prompt Engineering from your Deployment Pipeline
renato_marinho profile

Decoupling Prompt Engineering from your Deployment Pipeline

#ai #llm #devops #mcp
Comments 1
4 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
1
Comments 2
4 min read
Why System Design Matters More Than Ever in the Age of LLMs
rinshad_kk profile

Why System Design Matters More Than Ever in the Age of LLMs

#agents #llm #softwareengineering #systemdesign
Comments
5 min read
Stop Prompting and Start Engineering: Treating LLMs as Unreliable Functions
ntty profile
Ntty

Stop Prompting and Start Engineering: Treating LLMs as Unreliable Functions

#ai #llm #softwaredevelopment #softwareengineering
Comments 1
3 min read
AI Agents in Your Portfolio: How to Showcase Agentic Development Skills
xeito-ai profile

AI Agents in Your Portfolio: How to Showcase Agentic Development Skills

#aiagents #portfolio #developerskills #llm
Comments
3 min read
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