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Testing LLMs Like Software: A Promptfoo Deep Dive for QA Engineers
Himanshu Agarwal
Himanshu Agarwal
Himanshu Agarwal
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Jul 12
Testing LLMs Like Software: A Promptfoo Deep Dive for QA Engineers
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llm
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testing
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promptfoo
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qa
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2
 comments
10 min read
Your eval suite passes. I built the tool that checks whether it checks anything.
Erik Hill
Erik Hill
Erik Hill
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Aug 14
Your eval suite passes. I built the tool that checks whether it checks anything.
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showdev
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testing
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llm
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opensource
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2 min read
We almost handed out AWS keys to every team. So I built an LLM gateway instead.
Nazmul Ahasan
Nazmul Ahasan
Nazmul Ahasan
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Jul 16
We almost handed out AWS keys to every team. So I built an LLM gateway instead.
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aws
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ai
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llm
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7 min read
Building EdgeSync-LLM: The Final Architecture for Decentralized, Offline-First Local AI 🚀
bossandboss
bossandboss
bossandboss
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Jul 12
Building EdgeSync-LLM: The Final Architecture for Decentralized, Offline-First Local AI 🚀
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ai
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architecture
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distributedsystems
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llm
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3 min read
Harness Engineering - Part 5: Context Engineering
Fikayo Adepoju
Fikayo Adepoju
Fikayo Adepoju
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Aug 15
Harness Engineering - Part 5: Context Engineering
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ai
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agents
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python
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llm
1
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8 min read
Stop Copy-Pasting: Claude Artifacts Change the Inner Loop
albe_sf
albe_sf
albe_sf
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Jul 13
Stop Copy-Pasting: Claude Artifacts Change the Inner Loop
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ai
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llm
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claude
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devtools
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1
 comment
3 min read
Decoupling Prompt Engineering from your Deployment Pipeline
Renato Marinho
Renato Marinho
Renato Marinho
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Jul 12
Decoupling Prompt Engineering from your Deployment Pipeline
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ai
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llm
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devops
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mcp
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1
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4 min read
The cheap model is only cheap for half your tasks
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Aug 15
The cheap model is only cheap for half your tasks
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ai
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llm
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cost
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beginners
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2
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4 min read
Why System Design Matters More Than Ever in the Age of LLMs
Rinshad Kayilan Kajahussan
Rinshad Kayilan Kajahussan
Rinshad Kayilan Kajahussan
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Jul 12
Why System Design Matters More Than Ever in the Age of LLMs
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agents
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llm
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softwareengineering
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systemdesign
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5 min read
Stop Prompting and Start Engineering: Treating LLMs as Unreliable Functions
Ntty
Ntty
Ntty
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Jul 12
Stop Prompting and Start Engineering: Treating LLMs as Unreliable Functions
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ai
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llm
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softwaredevelopment
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softwareengineering
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1
 comment
3 min read
Evaluating LLMs: why 'it looks good' isn't a metric
Divyakush Punjabi
Divyakush Punjabi
Divyakush Punjabi
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Aug 15
Evaluating LLMs: why 'it looks good' isn't a metric
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ai
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llm
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mlops
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machinelearning
2
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1
 comment
3 min read
AI Agents in Your Portfolio: How to Showcase Agentic Development Skills
Xeito
Xeito
Xeito
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Jul 12
AI Agents in Your Portfolio: How to Showcase Agentic Development Skills
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aiagents
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portfolio
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developerskills
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llm
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3 min read
Testing Qwen3.8 Max on a Budget with OpenCode Go: 10 Tasks, ~10¢, Zero Failures
Ahmed Nafies
Ahmed Nafies
Ahmed Nafies
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Aug 15
Testing Qwen3.8 Max on a Budget with OpenCode Go: 10 Tasks, ~10¢, Zero Failures
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ai
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llm
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productivity
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4 min read
Build a Multi-Region Canary Trap for LLM Prompt Leaks
ToxSec
ToxSec
ToxSec
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Jul 16
Build a Multi-Region Canary Trap for LLM Prompt Leaks
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security
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ai
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llm
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python
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4 min read
Chain-of-thought: making a model think before it answers
Divyakush Punjabi
Divyakush Punjabi
Divyakush Punjabi
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Aug 15
Chain-of-thought: making a model think before it answers
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ai
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llm
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reasoning
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genai
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3 min read
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