Nova Elvaris

Apr 11

Why Your AI Code Review Misses Stateful Bugs (and the 3-Context Fix)

#ai #promptengineering #programming #beginners

5 Fields Every Prompt Contract Needs Before a Team Can Trust It

3 min read

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Apr 11

5 Fields Every Prompt Contract Needs Before a Team Can Trust It

#ai #promptengineering

Why AI Forgets Your Project's Conventions (and the One-File Fix)

3 min read

Apr 10

Why AI Forgets Your Project's Conventions (and the One-File Fix)

5 Signs Your Prompt Is Leaking Tokens (and How to Seal Each One)

4 min read

Apr 10

5 Signs Your Prompt Is Leaking Tokens (and How to Seal Each One)

#ai #promptengineering #productivity #programming

The Handoff Prompt: Transfer AI Context Between Models Without Losing State

4 min read

Apr 10

The Handoff Prompt: Transfer AI Context Between Models Without Losing State

#programming #ai #productivity #promptengineering

Why Your AI Code Review Misses Real Bugs (and the 3-Prompt Fix)

4 min read

Apr 10

Why Your AI Code Review Misses Real Bugs (and the 3-Prompt Fix)

Prompt Contracts for Teams: Sharing AI Specs Without the Merge Hell

4 min read

Apr 10

Prompt Contracts for Teams: Sharing AI Specs Without the Merge Hell

#ai #productivity #programming #promptengineering

Token Budgets for Real Projects: How I Keep AI Costs Under 50ドル/Month

3 min read

Apr 7

Token Budgets for Real Projects: How I Keep AI Costs Under 50ドル/Month

Why Your AI Code Review Misses Logic Bugs (and a 4-Step Fix)

3 min read

Apr 7

Why Your AI Code Review Misses Logic Bugs (and a 4-Step Fix)

#ai #programming #productivity #codequality

2 reactions

The 3-File Context Kit: Everything Your AI Needs to Understand Your Project

3 min read

Apr 7

The 3-File Context Kit: Everything Your AI Needs to Understand Your Project

I Tracked Every AI Suggestion for a Week — Here's What I Actually Shipped

3 min read

Apr 7

I Tracked Every AI Suggestion for a Week — Here's What I Actually Shipped

The AI Pair Programming Anti-Patterns: 5 Habits That Slow You Down

2 min read

Apr 7

The AI Pair Programming Anti-Patterns: 5 Habits That Slow You Down

The Pre-Flight Checklist: 7 Things I Verify Before Sending Any Prompt to Production

2 min read

Apr 4

The Pre-Flight Checklist: 7 Things I Verify Before Sending Any Prompt to Production

The Scope Lock: A One-Line Prompt Addition That Prevents AI Scope Creep

2 min read

Apr 4

The Scope Lock: A One-Line Prompt Addition That Prevents AI Scope Creep

#ai #productivity #beginners #programming

5 Signs Your AI Workflow Needs a Circuit Breaker (Before It Costs You)

2 min read

Apr 4

5 Signs Your AI Workflow Needs a Circuit Breaker (Before It Costs You)

The Checkpoint Prompt: Save Your AI's Progress So You Never Lose Work

2 min read

Apr 4

The Checkpoint Prompt: Save Your AI's Progress So You Never Lose Work

Why Your AI Prompts Work on Monday and Fail on Friday

2 min read

Apr 4

Why Your AI Prompts Work on Monday and Fail on Friday

#ai #productivity #programming

The Blast Radius Check: Measure How Much Damage One AI Change Can Do

2 min read

Apr 4

The Blast Radius Check: Measure How Much Damage One AI Change Can Do

The Rollback Prompt: Undo AI Changes Safely Without Losing Context

2 min read

Apr 3

The Rollback Prompt: Undo AI Changes Safely Without Losing Context

Why Most AI Code Reviews Miss the Same 3 Bugs (and a Prompt That Catches Them)

2 min read

Apr 3

Why Most AI Code Reviews Miss the Same 3 Bugs (and a Prompt That Catches Them)

The Token Audit: A 10-Minute Checklist to Cut Your AI Costs by 40%

3 min read

Apr 3

The Token Audit: A 10-Minute Checklist to Cut Your AI Costs by 40%

#ai #productivity #programming #prompts

5 AI Debugging Questions That Save Me an Hour Every Day

2 min read

Apr 3

5 AI Debugging Questions That Save Me an Hour Every Day

The Dependency Firewall: Isolate AI Changes So One Bad Prompt Can't Break Your Build

2 min read

Apr 3

The Dependency Firewall: Isolate AI Changes So One Bad Prompt Can't Break Your Build

The Blast Radius Check: Estimate AI Code Impact Before You Merge

2 min read

Apr 3

The Blast Radius Check: Estimate AI Code Impact Before You Merge

Why Your AI Prompts Break After One Edit (and the Versioning Fix)

2 min read

Apr 3

Why Your AI Prompts Break After One Edit (and the Versioning Fix)

#ai #productivity #programming #promptengineering

The Scope Lock Prompt: Stop AI From Refactoring Code You Didn't Ask It to Touch

2 min read

Apr 3

The Scope Lock Prompt: Stop AI From Refactoring Code You Didn't Ask It to Touch

5 Prompt Mistakes That Make AI Generate Worse Code (With Fixes)

2 min read

Apr 3

5 Prompt Mistakes That Make AI Generate Worse Code (With Fixes)

#ai #llm #productivity #programming

The Canary Test: Run AI-Generated Code in a Sandbox Before It Touches Your Repo

2 min read

Apr 3

The Canary Test: Run AI-Generated Code in a Sandbox Before It Touches Your Repo

The Rollback Prompt: Undo AI Changes Safely Without Losing Context

2 min read

Apr 3

The Rollback Prompt: Undo AI Changes Safely Without Losing Context

Why Most AI Code Reviews Miss the Same 3 Bugs (and a Prompt That Catches Them)

2 min read

Apr 3

Why Most AI Code Reviews Miss the Same 3 Bugs (and a Prompt That Catches Them)

The Token Audit: A 10-Minute Checklist to Cut Your AI Costs by 40%

2 min read

Apr 3

The Token Audit: A 10-Minute Checklist to Cut Your AI Costs by 40%

5 AI Debugging Questions That Save Me an Hour Every Day

2 min read

Apr 3

5 AI Debugging Questions That Save Me an Hour Every Day

The Dependency Firewall: Isolate AI Changes So One Bad Prompt Can't Break Your Build

2 min read

Apr 3

The Dependency Firewall: Isolate AI Changes So One Bad Prompt Can't Break Your Build

The One-Shot Migration Prompt: Move Legacy Code Without Breaking Tests

2 min read

Apr 2

The One-Shot Migration Prompt: Move Legacy Code Without Breaking Tests

Prompt Canaries: Early Warning Signs Your AI Workflow Is Degrading

2 min read

Apr 2

Prompt Canaries: Early Warning Signs Your AI Workflow Is Degrading

The Exit Criteria Pattern: Know When to Stop Iterating with AI

2 min read

Apr 2

The Exit Criteria Pattern: Know When to Stop Iterating with AI

5 Context Window Tricks That Cut My Token Usage in Half

3 min read

Apr 2

5 Context Window Tricks That Cut My Token Usage in Half

#ai #programming #productivity #llm

The Rubber Duck Prompt: Debug AI Output by Making It Explain Every Decision

3 min read

Apr 2

The Rubber Duck Prompt: Debug AI Output by Making It Explain Every Decision

The Rubber Duck Prompt: Debug AI Output by Making It Explain Every Decision

3 min read

Apr 2

The Rubber Duck Prompt: Debug AI Output by Making It Explain Every Decision

2 reactions

The 3-Prompt Rule: Why Limiting AI Turns Produces Better Code

2 min read

Apr 1

The 3-Prompt Rule: Why Limiting AI Turns Produces Better Code

The Review Gate Pattern: Auto-Check AI Output Before It Hits Your Branch

3 min read

Mar 31

The Review Gate Pattern: Auto-Check AI Output Before It Hits Your Branch

#ai #programming #testing #productivity

Error Budget Prompting: Set Failure Thresholds for AI-Generated Code

3 min read

Mar 31

Error Budget Prompting: Set Failure Thresholds for AI-Generated Code

#ai #programming #productivity #devops

The Context Handshake: How to Onboard AI to a Legacy Codebase in 10 Minutes

3 min read

Mar 31

The Context Handshake: How to Onboard AI to a Legacy Codebase in 10 Minutes

Prompt Unit Tests: 3 Bash Scripts That Catch Regressions Before Deploy

3 min read

Mar 31

Prompt Unit Tests: 3 Bash Scripts That Catch Regressions Before Deploy

#ai #testing #programming #productivity

The Checkpoint Pattern: Save and Resume Long AI Coding Sessions

3 min read

Mar 31

The Checkpoint Pattern: Save and Resume Long AI Coding Sessions

Your AI Context Window Is a Cache — Treat It Like One

2 min read

Mar 30

Your AI Context Window Is a Cache — Treat It Like One

How I Review AI-Generated Pull Requests (A Step-by-Step Checklist)

4 min read

Mar 30

How I Review AI-Generated Pull Requests (A Step-by-Step Checklist)

#beginners #ai #programming #productivity

Stop Tweaking Prompts: Build a Feedback Loop Instead

4 min read

Mar 30

Stop Tweaking Prompts: Build a Feedback Loop Instead

#ai #promptengineering #productivity #programming

The Prompt Tax: Why Every AI Feature Costs More Than You Think

3 min read

Mar 30

The Prompt Tax: Why Every AI Feature Costs More Than You Think

#discuss #ai #programming #productivity

3 AI Coding Workflows I Use Daily (and 2 I Abandoned)

3 min read

Mar 30

3 AI Coding Workflows I Use Daily (and 2 I Abandoned)

How I Debug AI Hallucinations: A 5-Step Workflow

3 min read

Mar 29

How I Debug AI Hallucinations: A 5-Step Workflow

Stop Feeding Your Entire Codebase to AI: A File Selection Strategy

3 min read

Mar 29

Stop Feeding Your Entire Codebase to AI: A File Selection Strategy

The Prompt Changelog: Why I Version-Control Every Prompt I Ship

3 min read

Mar 29

The Prompt Changelog: Why I Version-Control Every Prompt I Ship

#llm #ai #productivity #programming

7 Signs Your AI Prompt Is Too Long (and How to Fix Each One)

3 min read

Mar 29

7 Signs Your AI Prompt Is Too Long (and How to Fix Each One)

#ai #productivity #programming #llm

I Gave My AI Assistant a Style Guide — It Changed Everything

3 min read

Mar 29

I Gave My AI Assistant a Style Guide — It Changed Everything

The Debug-First AI Workflow: Why I Make My Assistant Break Things on Purpose

3 min read

Mar 28

The Debug-First AI Workflow: Why I Make My Assistant Break Things on Purpose

#ai #testing #programming #productivity

Context Windows Are Lying to You: How to Actually Use 128K Tokens

4 min read

Mar 28

Context Windows Are Lying to You: How to Actually Use 128K Tokens

#ai #programming #productivity #wecoded

Why I Stopped Using AI for Boilerplate (and What I Use It For Instead)

3 min read

Mar 28

Why I Stopped Using AI for Boilerplate (and What I Use It For Instead)

#ai #programming #productivity #webdev

The 5-File AI Project Setup That Saves Me Hours Every Week

3 min read

Mar 28

The 5-File AI Project Setup That Saves Me Hours Every Week

I Reviewed 50 AI Pull Requests — Here Are the 7 Mistakes I Keep Seeing

3 min read

Mar 28

I Reviewed 50 AI Pull Requests — Here Are the 7 Mistakes I Keep Seeing

#ai #programming #productivity #codequality