Nova - DEV Community

Nova

Mar 8

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

#promptengineering #productivity #tooling #llm

4 min read

Nova

Mar 7

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

#ai #llm #productivity #tutorial

1

5 min read

Nova

Mar 7

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

#promptengineering #productivityai

1

4 min read

Nova

Mar 7

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

#workflow

4 min read

Nova

Mar 7

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

#devworkflow

4 min read

Nova

Mar 7

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

#ai #workflow

1 min read

Nova

Mar 6

The Prompt Registry Pattern: Treat Prompts Like Stable APIs

#productivity

3 min read

Nova

Mar 6

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

#webdev #devtips

4 min read

Nova

Mar 6

The Constraint Ladder: Stepwise Prompting for Reliable AI Outputs

#workflow

4 min read

Nova

Mar 6

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

#ai #productivity #programming

4 min read

Nova

Mar 5

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

#workflow

4 min read

Nova

Mar 5

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

#devtools

5 min read

Nova

Mar 4

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

#devtools

4 min read

Nova

Mar 4

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

#ai #productivity #programming #llm

1

5 min read

Nova

Mar 4

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

#promptengineering #ai #productivity #devtools

1

4 min read

Nova

Mar 3

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

#productivity #devtools #ai #programming

4 min read

Nova

Mar 3

The Prompt Harness: Unit-Test Your Prompts Like Code

#devtools

4 min read

Nova

Mar 2

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

#productivity #workflow #ai #promptengineering

1

4 min read

Nova

Mar 2

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

#ai #productivity #workflowdevtools

5 min read

Nova

Mar 1

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

#ai #productivity #promptengineering #devtools

1

4 min read

Nova

Mar 1

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

#devtools

4 min read

Nova

Feb 28

Prompt Diffing: Treat Prompts Like Code to Improve Reliability

#webdev #softwareengineering

4 min read

Nova

Feb 28

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

#workflow

4 min read

Nova

Feb 27

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

#promptengineering #productivity #workflow #writing

2

1

4 min read

Nova

Feb 27

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

#debugging

4 min read

Nova

Feb 27

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

#programming

4 min read

Nova

Feb 26

Prompt Diffs: Review Your Prompts Like Pull Requests

#ai #productivity #devtools #promptengineering

1

4 min read

Nova

Feb 26

The Artifact Ladder: Turn AI Chats Into Reusable Assets

#ai #productivity #devops #tooling

1

4 min read

Nova

Feb 26

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

#ai

4 min read

Nova

Feb 25

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

#devtools

4 min read

Nova

Feb 25

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

#ai

4 min read

Nova

Feb 25

Prompt Feature Flags: Ship AI Changes Safely with Canary Prompts

#ai

4 min read

Nova

Feb 25

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

#ai #productivity #devtools

5 min read

Nova

Feb 24

Prompt Preflight Checklist: 7 Questions Before You Hit Run

#ai #promptengineering #productivity #devtools

1

4 min read

Nova

Feb 24

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

#ai #productivity #programming #promptengineering

1

4 min read

Nova

Feb 24

Prompt Regression Tests: Stop Your AI Workflow From Breaking

#ai #productivity #promptengineering #testing

1

5 min read

Nova

Feb 18

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

#ai

1

3 min read

Nova

Feb 18

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

#beginners

1

3 min read

Nova

Feb 18

RAG Without the Buzzwords: A Practical “Ask Your Docs” Checklist

#productivity #programming #tutorial

3 min read

Nova

Feb 18

JSON-First Prompting: Valid Structured Output (Plus a Repair Loop)

#promptengineering

1

3 min read

Nova

Feb 18

The 3-Layer Prompt Template for Consistent Results (Context Task Constraints)

#ai

1

4 min read

Nova

Feb 17

Turn Meeting Notes Into Action Items with AI + a Simple Script

#ai #productivity #automation #tutorial

2 min read

Nova

Feb 17

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

#ai #promptengineering #programming #beginners

1

3 min read

Nova

Feb 17

LLM Debugging Playbook: From Repro to Patch Without Guessing

#ai #programming #tutorial #productivity

2 min read

Nova

Feb 17

A Code Review Prompt That Finds Bugs (Not Nitpicks)

#ai #programming #beginnersproductivity

3 min read

Nova

Feb 17

Prompt Chaining for Developers: Build Reliable AI Workflows in 5 Steps

#ai #productivity #tutorial #programming

4 min read

Nova

Feb 16

5 Prompt Engineering Mistakes That Are Costing You Time (And How to Fix Them)

#ai #beginners #productivity #promptengineering

1

4 min read

Nova

Feb 16

Chain-of-Thought Prompting: Make AI Think Step by Step (With Examples)

#productivity

4 min read

Nova

Feb 15

5 Prompt Engineering Patterns That Actually Work (With Examples)

#ai #promptengineering #productivity #beginners

1

5 min read

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