Prompts for Development & IT, page 2 62 Prompts
Code, tests, docs and operations. Narrow down by sub-area, job, tool and level.
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Receive and process webhooks safely
Prompt that plans a webhook receiver with signature check, a quick response and protection against duplicate events.
Prepare app texts for translation
Prompt that makes an application translatable: language files, placeholders, plurals and formats per language.
Build a secure password reset
Prompt that plans password resets with short-lived links, neutral answers and ended sessions.
Plan search for an app
Prompt that plans a search feature with weighting, typo tolerance, permission checks and help for zero results.
Write an API reference people can use right away
Prompt that turns code and examples into a per-endpoint reference with error codes and working calls.
Handle money amounts correctly in code
Prompt that reviews how money amounts are stored and rounded and sets rules with test cases.
Find the commit that introduced a bug with git bisect
Prompt that plans a git bisect session with a reliable check, a good starting point and a clear reading of the result.
Write form error messages people understand
Template that rewrites form error messages with problem, fix and placement instead of codes.
Answer code review comments clearly
Prompt that sorts review comments, decides now, later or keep for each one and drafts calm replies.
Fix broken umlauts and special characters
Prompt that finds the step where umlauts and special characters break and plans a fix and a repair.
Draft an API description from existing routes
Template that turns existing routes and examples into an OpenAPI draft with a list of open points.
Find where a setting really comes from
Prompt that traces a setting through all configuration layers and shows which value wins and why.
Choose the next version number for a release
Prompt that sorts changes since the last release, proposes the next version number and drafts upgrade notes.
Compare and sort text with accents correctly
Prompt that explains why text with accents does not match or sorts wrongly and sets clear rules.
Track down and prevent database deadlocks
Prompt that reads a deadlock report, finds the conflicting lock order and proposes lasting fixes.
Choose the right ID type for records
Prompt that compares ID types for a table or API and recommends one with reasons.
Fix garbled characters in imported files
Prompt that finds where text gets garbled on its way from file to database and sets one encoding rule.
Clean up log levels and log messages
Prompt that sorts log messages by purpose, fixes wrong levels and rewrites vague messages into searchable lines.
Shut down services gracefully
Prompt that defines a shutdown sequence so deployments do not abort requests or lose jobs.
Keep dependencies reproducible with a lockfile
Prompt that finds why builds pull different package versions and sets rules for the lockfile and updates.
Guard scheduled jobs against overlapping runs
Prompt that protects scheduled jobs from double execution with a lock, a time limit and a rule for missed runs.
Normalise Unicode input before comparing
Prompt that makes text input consistent before storing and comparing, so values that look the same are the same.
Size a database connection pool
Prompt that adds up database connections across all instances and sets pool size and time limits.
Guard caches against stampede
Prompt that protects caches from concurrent recomputation with coalescing and staggered expiry.
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