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The Glossary-First Prompt: Align on Terms Before You Ask for Code

The Glossary-First Prompt: Align on Terms Before You Ask for Code

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4 min read
The Dependency Map Prompt: Understand a Codebase in 20 Minutes (Before You Touch Anything)

The Dependency Map Prompt: Understand a Codebase in 20 Minutes (Before You Touch Anything)

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5 min read
Prompt Regression Testing: Ship AI Workflows Without Surprises

Prompt Regression Testing: Ship AI Workflows Without Surprises

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4 min read
Checklist Prompting: Make Your Assistant Self-Review Before You Read

Checklist Prompting: Make Your Assistant Self-Review Before You Read

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1 min read
Prompt Preflight: A 10‑Minute Checklist for Reliable LLM Workflows

Prompt Preflight: A 10‑Minute Checklist for Reliable LLM Workflows

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1 min read
The Timeboxed Agent Loop: Use AI Without Letting It Eat Your Day

The Timeboxed Agent Loop: Use AI Without Letting It Eat Your Day

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4 min read
Failing-Test-First Prompting: Make Your Assistant Write the Test Before the Fix

Failing-Test-First Prompting: Make Your Assistant Write the Test Before the Fix

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4 min read
The Assumption Inventory Prompt: Catch Hidden Requirements Before You Code

The Assumption Inventory Prompt: Catch Hidden Requirements Before You Code

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Diff-First Prompting: Get Cleaner AI Code Changes by Asking for a Patch

Diff-First Prompting: Get Cleaner AI Code Changes by Asking for a Patch

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Spec-First Prompting: Write a One-Page Design Doc Before You Ask for Code

Spec-First Prompting: Write a One-Page Design Doc Before You Ask for Code

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5 min read
Prompt Observability: Debug AI Workflows with Trace IDs, Structured Logs, and Golden Outputs

Prompt Observability: Debug AI Workflows with Trace IDs, Structured Logs, and Golden Outputs

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1 min read
The Artifact Contract Prompt: Get Deliverables, Not Just Answers

The Artifact Contract Prompt: Get Deliverables, Not Just Answers

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1 min read
The Minimal Repro Prompt: Turn “It’s Broken” Into a Runnable Bug Report

The Minimal Repro Prompt: Turn “It’s Broken” Into a Runnable Bug Report

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4 min read
The Postmortem Prompt: Turn Bad Outputs Into Better Workflows (Template Included)

The Postmortem Prompt: Turn Bad Outputs Into Better Workflows (Template Included)

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4 min read
The Postmortem Prompt: Turn Bad Outputs Into Better Workflows

The Postmortem Prompt: Turn Bad Outputs Into Better Workflows

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4 min read
The Debugging Prompt Stack: A Repeatable 4-Step Template for Faster Fixes

The Debugging Prompt Stack: A Repeatable 4-Step Template for Faster Fixes

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1 min read
The Prompt Regression Test: Stop Breaking Your AI Workflow by Accident

The Prompt Regression Test: Stop Breaking Your AI Workflow by Accident

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4 min read
Shadow Mode Prompting: Let AI Suggest Changes Without Shipping Them

Shadow Mode Prompting: Let AI Suggest Changes Without Shipping Them

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The Output Contract Prompt: Make AI Deliver Exactly What You Can Ship

The Output Contract Prompt: Make AI Deliver Exactly What You Can Ship

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1 min read
The Trust Boundary Prompt: Safer AI Workflows with Explicit Permissions

The Trust Boundary Prompt: Safer AI Workflows with Explicit Permissions

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The Conventions Prompt: Make AI Code Changes Blend Into Your Repo

The Conventions Prompt: Make AI Code Changes Blend Into Your Repo

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The Prompt README Pattern: Make AI Workflows Maintainable

The Prompt README Pattern: Make AI Workflows Maintainable

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5 min read
The Context Budget Pattern: Keep LLMs Fast Without Losing the Plot

The Context Budget Pattern: Keep LLMs Fast Without Losing the Plot

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The Working Set Prompt: How to Keep LLM Outputs Consistent Across Multi-Step Work

The Working Set Prompt: How to Keep LLM Outputs Consistent Across Multi-Step Work

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The Triage Prompt: Debug Your Assistant’s Output in 5 Minutes

The Triage Prompt: Debug Your Assistant’s Output in 5 Minutes

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4 min read
Prompt Versioning: Treat Prompts Like Code (with Diffs, Tests, and Releases)

Prompt Versioning: Treat Prompts Like Code (with Diffs, Tests, and Releases)

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4 min read
The Exit Criteria Prompt: Getting to “Done” With Less Back-and-Forth

The Exit Criteria Prompt: Getting to “Done” With Less Back-and-Forth

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4 min read
The One-Command Playground: A Makefile Pattern for Runnable AI-Assisted Coding

The One-Command Playground: A Makefile Pattern for Runnable AI-Assisted Coding

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1 min read
The Prompt Registry Pattern: Treat Prompts Like Stable APIs

The Prompt Registry Pattern: Treat Prompts Like Stable APIs

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3 min read
The Verification Loop Prompt: Make Your Assistant Test Its Own Work Before You Do

The Verification Loop Prompt: Make Your Assistant Test Its Own Work Before You Do

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4 min read
The Constraint Ladder: Stepwise Prompting for Reliable AI Outputs

The Constraint Ladder: Stepwise Prompting for Reliable AI Outputs

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4 min read
Diff-First Prompting: Get Safer AI Code Changes Without the Rewrite

Diff-First Prompting: Get Safer AI Code Changes Without the Rewrite

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4 min read
The Seed File Pattern: Stop Re-Explaining Context to Your Assistant

The Seed File Pattern: Stop Re-Explaining Context to Your Assistant

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4 min read
Branch-per-Ask: A Safer Git Workflow for AI-Assisted Coding

Branch-per-Ask: A Safer Git Workflow for AI-Assisted Coding

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5 min read
The Repro Script Pattern: Make Your Assistant Produce a Minimal, Runnable Bug Report

The Repro Script Pattern: Make Your Assistant Produce a Minimal, Runnable Bug Report

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4 min read
The Patch Letter Pattern: Make Your Assistant Write a Cover Letter Before It Touches Your Code

The Patch Letter Pattern: Make Your Assistant Write a Cover Letter Before It Touches Your Code

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5 min read
The Change Budget Prompt: Stop Scope Creep in AI-Assisted Coding

The Change Budget Prompt: Stop Scope Creep in AI-Assisted Coding

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4 min read
The Red-Team Checklist: 12 Failure Modes to Catch Before You Ship AI-Generated Code

The Red-Team Checklist: 12 Failure Modes to Catch Before You Ship AI-Generated Code

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4 min read
The Prompt Harness: Unit-Test Your Prompts Like Code

The Prompt Harness: Unit-Test Your Prompts Like Code

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4 min read
Prompt Acceptance Criteria: the fastest way to get reliable AI outputs

Prompt Acceptance Criteria: the fastest way to get reliable AI outputs

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4 min read
The Decision Packet Pattern: Get Better AI Answers With Less Back-and-Forth

The Decision Packet Pattern: Get Better AI Answers With Less Back-and-Forth

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5 min read
The Context Window Map: A Practical Way to Stop Forgetting What Your AI Knows

The Context Window Map: A Practical Way to Stop Forgetting What Your AI Knows

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4 min read
Assumption Logs: the simplest way to get more reliable AI help

Assumption Logs: the simplest way to get more reliable AI help

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4 min read
Prompt Diffing: Treat Prompts Like Code to Improve Reliability

Prompt Diffing: Treat Prompts Like Code to Improve Reliability

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4 min read
The Thin-Slice AI Workflow: Ship Small, Verify, Then Expand

The Thin-Slice AI Workflow: Ship Small, Verify, Then Expand

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Prompt Contracts: the 1‑page spec that stops context drift

Prompt Contracts: the 1‑page spec that stops context drift

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4 min read
AI-Friendly Bug Reports: An Issue Template That Actually Works

AI-Friendly Bug Reports: An Issue Template That Actually Works

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4 min read
Question-First Prompting: Make Your Assistant Ask Before It Answers

Question-First Prompting: Make Your Assistant Ask Before It Answers

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4 min read
Prompt Diffs: Review Your Prompts Like Pull Requests

Prompt Diffs: Review Your Prompts Like Pull Requests

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4 min read
The Artifact Ladder: Turn AI Chats Into Reusable Assets

The Artifact Ladder: Turn AI Chats Into Reusable Assets

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4 min read
Prompt Regression Tests: Keep Your AI Workflow Stable as You Iterate

Prompt Regression Tests: Keep Your AI Workflow Stable as You Iterate

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4 min read
Prompt Contracts: Treat Prompts Like APIs (Inputs, Outputs, Errors)

Prompt Contracts: Treat Prompts Like APIs (Inputs, Outputs, Errors)

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4 min read
The Two-Pass Prompt: Generate, Critique, Improve (and Ship Better Output)

The Two-Pass Prompt: Generate, Critique, Improve (and Ship Better Output)

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4 min read
Prompt Feature Flags: Ship AI Changes Safely with Canary Prompts

Prompt Feature Flags: Ship AI Changes Safely with Canary Prompts

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Prompt Budgeting: Ship Faster by Capping Tokens, Latency, and Chaos

Prompt Budgeting: Ship Faster by Capping Tokens, Latency, and Chaos

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5 min read
Prompt Preflight Checklist: 7 Questions Before You Hit Run

Prompt Preflight Checklist: 7 Questions Before You Hit Run

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4 min read
Context Packs: Reusable Project Context for Faster, More Reliable AI Help

Context Packs: Reusable Project Context for Faster, More Reliable AI Help

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4 min read
Prompt Regression Tests: Stop Your AI Workflow From Breaking

Prompt Regression Tests: Stop Your AI Workflow From Breaking

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5 min read
PRD Implementation Plan: A Prompted Spec-to-Tasks Workflow

PRD Implementation Plan: A Prompted Spec-to-Tasks Workflow

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3 min read
Build a Personal Writing Linter with AI: Style Specs + Self-Checks

Build a Personal Writing Linter with AI: Style Specs + Self-Checks

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3 min read
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