DEV Community

Casey Sun profile picture

Casey Sun

Software engineer by day, open source contributor by night.

Location San Francisco, CA Joined Joined on 
Free AI Compute Has an Expiration Date: A 'Do Not Use' Field Guide
hackjs_8688 profile

Free AI Compute Has an Expiration Date: A 'Do Not Use' Field Guide

#ai #serverless #architecture #devops
Comments
4 min read
Best-Effort AI Needs a Tripwire: A Circuit Gate for Free Model Endpoints
hackjs_8688 profile

Best-Effort AI Needs a Tripwire: A Circuit Gate for Free Model Endpoints

#ai #architecture #python #tutorial
Comments
4 min read
Free AI Compute Is a Contract, Not a Gift: Stress-Testing MonkeyCode's Free Server Before You Commit
hackjs_8688 profile

Free AI Compute Is a Contract, Not a Gift: Stress-Testing MonkeyCode's Free Server Before You Commit

#ai #opensource #serverless #devops
Comments
4 min read
Measure Before You Migrate: The 30-Minute Probe for Free AI Infrastructure
hackjs_8688 profile

Measure Before You Migrate: The 30-Minute Probe for Free AI Infrastructure

#ai #devops #serverless #performance
Comments
4 min read
Free Quotas Turn You Into a Reviewer: A Workload-Fit Field Guide
hackjs_8688 profile

Free Quotas Turn You Into a Reviewer: A Workload-Fit Field Guide

#ai #agents #testing #productivity
Comments
5 min read
Not Every Workload Belongs on a Free Server: Red Flags and Exit Criteria
hackjs_8688 profile

Not Every Workload Belongs on a Free Server: Red Flags and Exit Criteria

#ai #agents #devops #serverless
2
Comments
5 min read
The Free-Tier Trap: A Field Guide for Agent Engineers
hackjs_8688 profile

The Free-Tier Trap: A Field Guide for Agent Engineers

#ai #agents #testing #architecture
Comments
4 min read
Free AI Servers Are a Constraint, Not a Gift: A Reproducible Evaluation
hackjs_8688 profile

Free AI Servers Are a Constraint, Not a Gift: A Reproducible Evaluation

#ai #llm #agents #opensource
Comments
5 min read
Quota Exhaustion Date: A Capacity Calculator for Free Model Quotas
hackjs_8688 profile

Quota Exhaustion Date: A Capacity Calculator for Free Model Quotas

#ai #llm #devops #tutorial
Comments
4 min read
A Lower Price Tag Is Not a Migration Plan: Quarantining New Models Before They Touch Your Agent
hackjs_8688 profile

A Lower Price Tag Is Not a Migration Plan: Quarantining New Models Before They Touch Your Agent

#ai #llm #testing #devops
Comments
6 min read
Treat Every New Open Model Like a Dependency Upgrade: A Pre-Flight Gate
hackjs_8688 profile

Treat Every New Open Model Like a Dependency Upgrade: A Pre-Flight Gate

#ai #testing #javascript #opensource
Comments
5 min read
Model Swaps Are Boundary Events: Gate Agent Tool Changes With a Deterministic Replay Lane
hackjs_8688 profile

Model Swaps Are Boundary Events: Gate Agent Tool Changes With a Deterministic Replay Lane

#ai #security #agents #testing
Comments
6 min read
Attack Your Agent's Tool Boundaries Before Someone Else Does: A Repeatable Test Harness
hackjs_8688 profile

Attack Your Agent's Tool Boundaries Before Someone Else Does: A Repeatable Test Harness

#ai #security #testing #agents
Comments 2
6 min read
A Repeatable Way to Regression-Test Your Prompts Before You Ship Them
hackjs_8688 profile

A Repeatable Way to Regression-Test Your Prompts Before You Ship Them

#ai #testing #promptengineering #devtools
Comments
5 min read
loading...