AIQB
TutorialsOrdinary

The approval queue pattern: putting a human in the loop without putting them in the way

Source: DEV Community·

Summary

A human in the loop is not the same as a human in the way. Here is the pattern for routing only the decisions that need a human, the four fields...
CategoryAI Tutorials & Practice
TierOrdinary
Published
Indexed by AIQB
SourceDEV Community
AIQB record IDintel-d59da379414800e96634db7c
Read original source ↗More Tutorials

Related stories

Matched by category, entity tags and source

TutorialsOrdinary
I Built a Local-AI Character Forge and a Browser Game Engine on a $100/y VPS (No GPU, No Excuses)
There's a special kind of stubbornness that leads someone to say "I will generate photorealistic 3D...
Source: DEV Community
TutorialsOrdinary
AI Created a Leaked Credentials Flood: Here's How We're Draining It
TL;DR The exposure problem: AI-driven development pushed exposed credentials to 1.27...
Source: DEV Community
TutorialsOrdinary
Your Company Does Not Need Another AI Chatbot. It Needs a Knowledge Layer.
Every company adopting AI eventually runs into the same problem. An employee opens ChatGPT, Claude,...
Source: DEV Community · ChatGPT / Claude
TutorialsOrdinary
I got tired of AI diagram slop, so I built an open-source AI diagram generator on Excalidraw
Every time I asked an AI for an architecture diagram, I got the same thing back. A code block of...
Source: DEV Community
TutorialsOrdinary
How I Built a Regression Suite for My AI Coding Agent's Prompts: 5 Lessons
TL;DR I changed one line in my coding agent's spec file and, two weeks later, it quietly...
Source: DEV Community
TutorialsOrdinary
Code Review in the Age of AI: Is Manual Review Still Enough?
Introduction Software is being built faster than ever. AI assistants can scaffold a...
Source: DEV Community
TutorialsOrdinary
Retry, Backoff, and Circuit Breakers for LLM API Calls
Retry LLM API calls on 429, 5xx, and timeouts with exponential backoff plus jitter, honor the Retry-After header when the provider sends one, cap...
Source: DEV Community
TutorialsOrdinary
My AI feature was failing 26% of the time. Nothing looked broken.
I built TaskFlow, a project management app with an AI feature called Quick Add. You type "assign the...
Source: DEV Community
TutorialsOrdinary
A Paused AI Workflow: Retry, Resume, or Keep Holding?
This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked When an...
Source: DEV Community
TutorialsOrdinary
Stop Paying for Invisible Retries: How to Measure What an AI Agent Really Costs
Most cost tracking keeps the attempt that worked and drops the ones that failed. Here is what that hides, and how to put every attempt on the bill.
Source: DEV Community