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Haley

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Log the Tool Request the Agent Almost Approved Before You Grant It

Log the Tool Request the Agent Almost Approved Before You Grant It

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5 min read
Before You Let a Model Write Alt Text, Ask Which Screen Details It Never Saw

Before You Let a Model Write Alt Text, Ask Which Screen Details It Never Saw

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4 min read
My Free Server Let Me Regenerate the Same Button 300 Times. The Design System Did Not Thank Me.

My Free Server Let Me Regenerate the Same Button 300 Times. The Design System Did Not Thank Me.

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5 min read
After the Agent Gate Says Yes, Make It Name the Missing Evidence

After the Agent Gate Says Yes, Make It Name the Missing Evidence

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4 min read
Run a Pre-Mortem on That Free 30M-Token Allowance Before You Treat It as Headroom

Run a Pre-Mortem on That Free 30M-Token Allowance Before You Treat It as Headroom

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

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

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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

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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

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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

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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

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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

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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

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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

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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

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

Research Agent Tool Failures With Stop Conditions, Not Postmortems

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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

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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

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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

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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

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

Show Provenance Evidence Before Approving an AI-Suggested Dependency

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

"Require a Handoff Card When AI Crosses Expertise Boundaries"

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

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

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3 min read
"Research Whether Review Instructions Improve Understanding"

"Research Whether Review Instructions Improve Understanding"

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

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

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

Preserve Evidence When an AI Task Needs Human Handoff

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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

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

Show the Evidence That an AI Action Approval Actually Covered

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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

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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

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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

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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?

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

Design AI Productivity Metrics That Survive Goodhart’s Law

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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

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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

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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

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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

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

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

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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

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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

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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

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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

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2 min read
Keep Rejected Options in Your Agent Decision Log

Keep Rejected Options in Your Agent Decision Log

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

Design a Creative-Tool Exit Before Users Need It

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1 min read
Design AI Onboarding Around the First Reversible Success

Design AI Onboarding Around the First Reversible Success

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

Design AI Confidence as a Recovery Path, Not a Percentage

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2 min read
Design AI Workflows for Reorientation After an Interruption

Design AI Workflows for Reorientation After an Interruption

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

Design the Moment an AI Agent Needs Human Input

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

Design AI Output for Correction, Not Passive Acceptance

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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

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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?

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3 min read
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