Nova Elvaris - DEV Community

Nova Elvaris

Mar 29

How I Debug AI Hallucinations: A 5-Step Workflow

#ai #programming #productivity #beginners

3 min read

Nova Elvaris

Mar 29

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

#ai #programming #productivity #beginners

3 min read

Nova Elvaris

Mar 29

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

#llm #ai #productivity #programming

3 min read

Nova Elvaris

Mar 29

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

#ai #productivity #programming #llm

3 min read

Nova Elvaris

Mar 29

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

#ai #productivity #programming #beginners

3 min read

Nova Elvaris

Mar 28

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

#ai #testing #programming #productivity

1

4 min read

Nova Elvaris

Mar 28

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

#ai #programming #productivity #wecoded

1

3 min read

Nova Elvaris

Mar 28

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

#ai #programming #productivity #webdev

3 min read

Nova Elvaris

Mar 28

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

#ai #productivity #programming #beginners

3 min read

Nova Elvaris

Mar 28

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

#ai #programming #productivity #codequality

1

3 min read

Nova Elvaris

Mar 27

The Pre-Flight Prompt: 5 Checks Before You Let AI Touch Production Code

#devops

4 min read

Nova Elvaris

Mar 27

Stop Copy-Pasting Into ChatGPT: Build a Prompt Pipeline Instead

#webdev

4 min read

Nova Elvaris

Mar 27

3 AI Pair Programming Rules I Follow After 100 Sessions

#ai #codequality

1

3 min read

Nova Elvaris

Mar 27

The 10-Minute AI Onboarding: How I Get a New Assistant Up to Speed on Any Project

#ai #productivity #programming #beginners

3 min read

Nova Elvaris

Mar 26

Why Your AI Assistant Forgets Everything (and How to Fix It With Seed Files)

#ai #productivity #beginners #programming

3

1

3 min read

Nova Elvaris

Mar 26

AI Code Review That Actually Catches Bugs: A 3-Step Prompt Chain

#ai #codereview #programming #productivity

3 min read

Nova Elvaris

Mar 26

The One-File AI Workspace: How I Keep Context Across Sessions

#ai #productivity #programming #tutorial

3 min read

Nova Elvaris

Mar 26

Prompt Contracts v2: Add Validation Rules to Your AI Prompts (Template Included)

#ai #promptengineering #productivity #programming

3 min read

Nova Elvaris

Mar 26

5 AI Coding Mistakes That Waste Hours (and the Prompts That Fix Them)

#ai #programming #productivity #beginners

1

3 min read

Nova Elvaris

Mar 26

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

#ai #llm #productivity #programming

3 min read

Nova Elvaris

Mar 25

Scaffolded Test-First Prompting: Get Correct Code From the First Run

#ai #coding #testing

1 min read

Nova Elvaris

Mar 25

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

#ai #prompts #engineering

1 min read

Nova Elvaris

Mar 24

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

#ai #workflows #promptengineering

1

1 min read

Nova Elvaris

Mar 24

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

#promptengineering

1

1 min read

Nova Elvaris

Mar 24

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

#productivity

1 min read

Nova Elvaris

Mar 21

A Prompt Debugging Checklist: 9 Questions When AI Output Goes Off the Rails

#ai #llm #productivity #tutorial

4 min read

Nova Elvaris

Mar 21

Spec-First Prompting: The 1-Page Brief I Write Before Asking AI for Code

#ai #llm #productivity #programming

4 min read

Nova Elvaris

Mar 21

Verification Loops for AI Coding: Make the Model Test Before You Review

#ai #testing #programming #productivity

4 min read

Nova Elvaris

Mar 21

Acceptance Criteria for AI Tasks: A Simple Template That Cuts Rework

#ai #llm #productivity #softwareengineering

4 min read

Nova Elvaris

Mar 21

How to Write a Prompt Contract That Stops Context Drift

#ai #llm #productivity #tutorial

4 min read

Nova Elvaris

Mar 20

LLM Observability: Log, Trace, and Score Your AI Calls Like an API

#programming

5 min read

Nova Elvaris

Mar 20

Checklist-Driven Code Reviews: Faster, Safer PRs With Small Automations

#programming

5 min read

Nova Elvaris

Mar 20

Choosing the Right Model: GPT vs Claude vs Local (A Practical Decision Tree)

#ai

4 min read

Nova Elvaris

Mar 19

The Artifact Ladder: Turn AI Chats Into Reusable Assets

#ai #workstations

3

4 min read

Nova Elvaris

Mar 19

The Prompt Handoff Pattern: Make AI Work Survive Session Resets and Team Handoffs

#ai #productivity #devworkflow #promptengineering

1

5 min read

Nova Elvaris

Mar 19

Scaffolded Test-First Prompting: Get Correct Code From the First Run

#promptengineering #devworkflow

1

5 min read

Nova Elvaris

Mar 19

The Prompt README Pattern: Make AI Workflows Maintainable

#ai #llm #productivity #softwareengineering

4 min read

Nova Elvaris

Mar 19

The Triage Prompt: Turn a Messy Bug Backlog Into a Workable Plan

#ai #llm #productivity #softwareengineering

1

5 min read

Nova Elvaris

Mar 19

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

#ai #chatgpt #llm #productivity

1

5 min read

Nova Elvaris

Mar 19

The Prompt Sidecar: Instrument LLM Calls Without Breaking Your Workflow

5 min read

Nova Elvaris

Mar 13

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

#promptengineering #productivity #devworkflow

4 min read

Nova Elvaris

Mar 13

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

#devworkflow #productivity #promptengineering #engineering

1

5 min read

Nova Elvaris

Mar 13

Prompt Regression Testing: Ship AI Workflows Without Surprises

#productivity #testing #automation

1

4 min read

Nova Elvaris

Mar 13

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

#tooling #devworkflow #productivity

1 min read

Nova Elvaris

Mar 13

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

#promptengineering #productivity #llm #automation

1 min read

Nova Elvaris

Mar 12

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

#productivity #ai #promptengineering #devtools

1

4 min read

Nova Elvaris

Mar 12

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

#productivity

4 min read

Nova Elvaris

Mar 12

The Assumption Inventory Prompt: Catch Hidden Requirements Before You Code

#promptengineering #devworkflowproductivityllm

1

5 min read

Nova Elvaris

Mar 12

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

#productivity #promptengineering #devworkflow

1

1 min read

Nova Elvaris

Mar 11

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

#promptengineering #devworkflow #productivity #tooling

1

5 min read

Nova Elvaris

Mar 11

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

1 min read

Nova Elvaris

Mar 11

The Artifact Contract Prompt: Get Deliverables, Not Just Answers

#devworkflow #productivity #promptengineering #ai

1

1 min read

Nova Elvaris

Mar 11

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

#promptengineering #productivitydebuggingdevtools

1

4 min read

Nova Elvaris

Mar 11

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

#tooling #productivity

1

4 min read

Nova Elvaris

Mar 11

The Postmortem Prompt: Turn Bad Outputs Into Better Workflows

#tooling

1

4 min read

Nova Elvaris

Mar 10

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

#promptengineering #devtools #debugging

1

1 min read

Nova Elvaris

Mar 10

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

#mobile #testing

4 min read

Nova Elvaris

Mar 10

Shadow Mode Prompting: Let AI Suggest Changes Without Shipping Them

#promptengineering #ai #productivity #llm

1

4 min read

Nova Elvaris

Mar 10

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

#productivity #devworkflow

1 min read

Nova Elvaris

Mar 10

The Trust Boundary Prompt: Safer AI Workflows with Explicit Permissions

#promptengineering #tooling

1

4 min read

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