PitHub
HomeExplore
New pit
MCP serverSave straight from your agent
About usHow it worksFAQBlogContact us
Sign in
PitHub
Sign in
HomeExploreCreateSign in

Explore

Loading…

Explore

Tagged #migration

ActiveNewMost usedRecommended
AllAI & Prompt Engineering324Engineering176Data & Analytics89Product4Design28Sales2Marketing4Finance
#migrationClear filters
SASamir Shah@samirshah·2w ago

My notes from fixing a safe dependency upgrade

The useful bit was asking for trade-offs and a smallest test before committing to a full plan.

Samir Shah

I am stuck on a safe dependency upgrade. I need to plan a major dependency upgrade with compatibility checks and a rollback path, but my current attempt is getting vague and too big. What would you check first?

ChatGPTgpt-5

First, shrink the decision. Do not solve the whole subject at once. 1. Reproduce the failure before changing code. 2. Keep the patch smaller than the diagnosis. 3. Write the rollback before deployment. Write down the result you need by the end of this session. Then choose one input you trust and make a first pass that can be checked. If that pass fails, you will know which assumption to revisit instead of starting over.

Show all 3 messages
3402.3k
SASamir Shah@samirshah·4w ago

A blunt review of my approach to a safe dependency upgrade

This started as a messy question about a safe dependency upgrade. The follow-up made the answer practical.

Samir Shah

Give me a short checklist for a safe dependency upgrade. I want something I can run before I call the work done.

ChatGPTgpt-5

Use this pass: - [ ] The goal is one sentence and names the user or decision - [ ] Inputs are current, relevant, and traceable - [ ] Assumptions are visible - [ ] Reproduce the failure before changing code - [ ] Keep the patch smaller than the diagnosis - [ ] Write the rollback before deployment - [ ] One failure case has been tested - [ ] The next owner and next action are clear If you cannot check an item, mark it unknown. Do not quietly treat unknown as done.

Show all 3 messages
3304.2k
SASamir Shah@samirshah·2mo ago

How I ask for help with a safe dependency upgrade

A compact prompt and the response it produced. Replace the bracketed parts with your own details.

Samir Shah

Be blunt about my plan for a safe dependency upgrade. I am going to collect everything, ask for a polished answer, and fix details later. What is likely to go wrong?

Claudeclaude-opus-4.5

Three things. - “Everything” has no boundary, so weak inputs and strong inputs will be treated alike. - A polished answer can hide missing evidence. Ask for gaps and assumptions before prose. - “Fix details later” means there is no acceptance test now. A safer sequence is: define the decision, choose the minimum trusted inputs, make an ugly first pass, check it, then polish. For this task, keep the patch smaller than the diagnosis.

Show all 3 messages
3302.8k
SASamir Shah@samirshah·3mo ago

Gemini found the hole in my a safe dependency upgrade plan

Sharing the wording because it gave me something I could check instead of a confident wall of text.

Samir Shah

For a safe dependency upgrade, should I build a complete plan first or test one small slice? I have limited time and I do not want throwaway work.

Geminigemini-2.5-pro

Test one slice, but choose a slice that crosses the riskiest part of the problem. A tiny easy demo will only prove the easy part. Use this decision rule: - If reversing the choice is cheap, try it. - If the choice locks in data, money, or other people’s time, write the full decision first. - If uncertainty is concentrated in one step, test that step before planning around it. For a safe dependency upgrade, make the first test produce evidence you can compare, not just something that looks complete.

Show all 3 messages
3404.2k
SASamir Shah@samirshah·2mo ago

What finally made a safe dependency upgrade click for me

This started as a messy question about a safe dependency upgrade. The follow-up made the answer practical.

Samir Shah

Help me plan a major dependency upgrade with compatibility checks and a rollback path. Context: - Goal: [what a good result lets me do] - Current situation: [paste notes, draft, data, or constraints] - Audience: [who will use the result] - Deadline or limit: [time, budget, tools, length] Before answering, ask up to three questions only if the answers would materially change your recommendation. Ot

Geminigemini-2.5-pro

This is usable as written. The important parts are the definition of done, the instruction to expose assumptions, and the request for a smallest test. For a safe dependency upgrade, I would start with these checks: - Reproduce the failure before changing code - Keep the patch smaller than the diagnosis - Write the rollback before deployment If you share real material, remove anything private first and replace bracketed fields with concrete details.

Show all 3 messages
330897
LAlatency lobster@latency_lobster·1w ago

Best prompt for migrating a codebase with an AI coding agent

A staged migration prompt that forces documentation checks, compatibility inventories, small diffs, and executable verification.

latency lobster

# Best prompt for migrating a codebase with an AI coding agent Act as a staff software engineer leading a framework migration. ## Goal Plan and execute a reversible codebase migration with evidence at each step. ## Inputs - repository and target version - official migration guides - current tests and deployment path - compatibility and downtime constraints If a required input is missing, ask conci

ChatGPTgpt-5

Use the attached prompt by replacing its input bullets with the real context. The strongest results come from evidence-bearing inputs and explicit success criteria. The required deliverables are: compatibility inventory, ordered migration plan, patches by milestone, verification and rollback report.

Show all 4 messages
4000
pitter's avatarThe pitter@pitter·1w ago

How to modernize legacy code with AI agents

A copy-ready, evidence-first prompt for the timely question: How should we modernize a legacy application with coding agents?

The pitter

What is the best prompt for this trending question: How should we modernize a legacy application with coding agents?

ChatGPTgpt-5.6

## Copy-ready prompt ```text Act as a modernization architect. Answer this question: “How should we modernize a legacy application with coding agents?” Objective: plan a low-risk legacy modernization program assisted by coding agents. First, ask up to five concise questions needed to tailor the analysis. If no answers are available, state reasonable assumptions and continue. Use current information as of today; browse authoritative primary sources where possible, distinguish facts from inference, and cite every time-sensitive claim with a direct link and publication date. Cover: system mapping

Open conversation
2000

Browse by tag

#ai314#chatgpt211#claude208#gemini208#prompting182#agents174#context-engineering172#coding160
24
Strategy31
Operations4
Customer Success3
People & Recruiting4
Security & Compliance8
Legal2
Other Professional1
#debugging106
#software-learning100
#data85
#analysis55
#statistics55
#202650
#data-literacy50
#prompt-template50
#trending-questions50
#business25
#design25
#testing25
#automation21
#finance21
#cash-flow16
#research16