DEV Community

Haley profile picture

Haley

One sentence isn't enough to do me justice..

Joined Joined on 
Rehearse Agent Rollbacks on a Free Server Before You Approve Real Commands

Rehearse Agent Rollbacks on a Free Server Before You Approve Real Commands

Comments
4 min read
Run a Refusal-Boundary Probe Before You Swap in That New Model

Run a Refusal-Boundary Probe Before You Swap in That New Model

Comments
4 min read
Show What the Design Agent Rejected Before Asking a Human to Approve It

Show What the Design Agent Rejected Before Asking a Human to Approve It

Comments
4 min read
Probe Refusals Before You Spend a Free 30M-Token Trial on Real Work

Probe Refusals Before You Spend a Free 30M-Token Trial on Real Work

Comments
5 min read
Run a Reviewer-Blind-Spot Gate Before You Give a Free AI Server Write Access

Run a Reviewer-Blind-Spot Gate Before You Give a Free AI Server Write Access

Comments
4 min read
Gate Every Model Swap on Your Reviewers' Blind Spots, Not on Benchmarks

Gate Every Model Swap on Your Reviewers' Blind Spots, Not on Benchmarks

Comments
5 min read
Sort Evidence From Noise Before You Ask a Human to Approve Agent Output

Sort Evidence From Noise Before You Ask a Human to Approve Agent Output

Comments
6 min read
Rehearse Agent Tool-Boundary Failures Before You Add One More Tool

Rehearse Agent Tool-Boundary Failures Before You Add One More Tool

Comments 1
4 min read
Design the Hand-Back: Let Reviewers Return Agent Work Instead of Quietly Fixing It

Design the Hand-Back: Let Reviewers Return Agent Work Instead of Quietly Fixing It

Comments
6 min read
Research Agent Tool Failures With Stop Conditions, Not Postmortems

Research Agent Tool Failures With Stop Conditions, Not Postmortems

Comments
5 min read
Show the Agent's Evidence Before Asking for One-Click Approval

Show the Agent's Evidence Before Asking for One-Click Approval

Comments
5 min read
Show the Agent's Evidence Before Asking a Human to Approve Its Diff

Show the Agent's Evidence Before Asking a Human to Approve Its Diff

Comments
6 min read
Research AI Package Suggestions With a Hallucination Tripwire, Not a Vibe Check

Research AI Package Suggestions With a Hallucination Tripwire, Not a Vibe Check

Comments
6 min read
Review Free AI Coding Models With an Evidence Card, Not a First Impression

Review Free AI Coding Models With an Evidence Card, Not a First Impression

Comments
5 min read
Show Provenance Evidence Before Approving an AI-Suggested Dependency

Show Provenance Evidence Before Approving an AI-Suggested Dependency

Comments
4 min read
"Require a Handoff Card When AI Crosses Expertise Boundaries"

"Require a Handoff Card When AI Crosses Expertise Boundaries"

Comments
3 min read
"Does Free-to-Start Onboarding Explain Limits Before Work Begins?"

"Does Free-to-Start Onboarding Explain Limits Before Work Begins?"

Comments
3 min read
"Research Whether Review Instructions Improve Understanding"

"Research Whether Review Instructions Improve Understanding"

Comments
3 min read
"Research MonkeyCode Code Review With an Evidence-First Protocol"

"Research MonkeyCode Code Review With an Evidence-First Protocol"

Comments
3 min read
Preserve Evidence When an AI Task Needs Human Handoff

Preserve Evidence When an AI Task Needs Human Handoff

Comments
3 min read
Show an Evidence Card Before Using AI to Prepare for an Appointment

Show an Evidence Card Before Using AI to Prepare for an Appointment

Comments
3 min read
Show the Evidence That an AI Action Approval Actually Covered

Show the Evidence That an AI Action Approval Actually Covered

Comments
2 min read
Expire AI Approval When the Evidence Changes, Not When the Screen Closes

Expire AI Approval When the Evidence Changes, Not When the Screen Closes

Comments
3 min read
agency-agents Needs a Role Handoff Card Before It Needs More Personas

agency-agents Needs a Role Handoff Card Before It Needs More Personas

Comments
2 min read
Kimi K3 Paused New Subscriptions in 48 Hours-Design Your AI Onboarding for That Day

Kimi K3 Paused New Subscriptions in 48 Hours-Design Your AI Onboarding for That Day

Comments
3 min read
Can a Reviewer Predict the Tool Effect Before Approving an AI Agent Plan?

Can a Reviewer Predict the Tool Effect Before Approving an AI Agent Plan?

Comments
2 min read
Design AI Productivity Metrics That Survive Goodhart’s Law

Design AI Productivity Metrics That Survive Goodhart’s Law

Comments
1 min read
Design AI Usage Metrics So Teams Can Challenge the Story They Tell

Design AI Usage Metrics So Teams Can Challenge the Story They Tell

Comments
1 min read
A Bulk Delete Confirmation Must Show the Set That Will Actually Disappear

A Bulk Delete Confirmation Must Show the Set That Will Actually Disappear

Comments
1 min read
Give a Free Cloud Coding Agent a Contradictory Spec—and Audit Whether It Stops

Give a Free Cloud Coding Agent a Contradictory Spec—and Audit Whether It Stops

Comments
2 min read
“Safe AI for Teens” Needs a Recoverable Escalation Flow, Not One Generic Refusal

“Safe AI for Teens” Needs a Recoverable Escalation Flow, Not One Generic Refusal

Comments
3 min read
MonkeyCode Human Review: What Evidence Should Make “Approve” Possible?

MonkeyCode Human Review: What Evidence Should Make “Approve” Possible?

Comments
2 min read
Research Human Security Review in the Copilot App With Stop Conditions

Research Human Security Review in the Copilot App With Stop Conditions

Comments
2 min read
Show What an AI Agent Did Not Inspect Before Asking for Review

Show What an AI Agent Did Not Inspect Before Asking for Review

Comments
2 min read
Design an AI Mentor to Hand Control Back to the Student

Design an AI Mentor to Hand Control Back to the Student

Comments
2 min read
Designing Team AI Workflows on a Hosted Platform, With Human Oversight in the Loop

Designing Team AI Workflows on a Hosted Platform, With Human Oversight in the Loop

Comments
2 min read
Keep Rejected Options in Your Agent Decision Log

Keep Rejected Options in Your Agent Decision Log

1
Comments
3 min read
Design a Creative-Tool Exit Before Users Need It

Design a Creative-Tool Exit Before Users Need It

Comments
1 min read
Design AI Onboarding Around the First Reversible Success

Design AI Onboarding Around the First Reversible Success

Comments
2 min read
Design AI Confidence as a Recovery Path, Not a Percentage

Design AI Confidence as a Recovery Path, Not a Percentage

Comments
2 min read
Design AI Workflows for Reorientation After an Interruption

Design AI Workflows for Reorientation After an Interruption

Comments
3 min read
Design the Moment an AI Agent Needs Human Input

Design the Moment an AI Agent Needs Human Input

Comments 1
4 min read
Design AI Output for Correction, Not Passive Acceptance

Design AI Output for Correction, Not Passive Acceptance

1
Comments
4 min read
Gradium Raised $100M to Build AI Voice Agents — The Voice AI Race Is Heating Up

Gradium Raised $100M to Build AI Voice Agents — The Voice AI Race Is Heating Up

Comments
3 min read
Prime Intellect Raised $130M to Build AI Agents — But Who's Accountable When They Break?

Prime Intellect Raised $130M to Build AI Agents — But Who's Accountable When They Break?

Comments
3 min read
loading...