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Programming / Tech prompts

122 ready-to-use prompts to copy and use with AI.

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Backend project structure (folder, naming, architecture)You are a backend architect. OBJECTIVE Design the project structure i…Data input validationYou are a backend engineer specializing in security and robustness. He…Error and exception handling in productionYou are a senior backend engineer specializing in reliability. Help me…Authentication: JWT, session, and OAuthYou are a didactic application security engineer. Help me with authent…Rate limiting: protecting the API from abuseYou are a platform engineer expert in API protection. Help me implemen…Caching strategy for performanceYou are a performance engineer expert in caching. Help me design the c…Pagination of large data volumesYou are a backend engineer expert in data APIs. Help me with paginatio…Unit tests on backend: what to test and what notYou are a pragmatic senior engineer about testing. Help me with unit t…Backend deployment: environments, CI/CD and rollbackYou are a pragmatic DevOps engineer. Help me structure the deployment:…REST API: endpoint design (naming, verbs, status codes)You are an API architect. OBJECTIVE Design REST endpoints for {{resou…React components: structure, props and stateYou are a senior React engineer and mentor. Help me with component des…State management in ReactYou are a frontend architect expert in state. Help me decide/organize …Fetching data in React without pitfallsYou are a React engineer expert in data fetching. Help me with data fe…Performance in React: memo, lazy, and code splittingYou are a senior React engineer specialized in performance. Help me op…CSS in React: choosing and using wellYou are a frontend engineer specialized in styling. Help me with CSS i…Forms in React: validation and submissionYou are a frontend engineer specialized in forms. Help me with the for…Web accessibility (a11y) in practiceYou are a pragmatic web accessibility specialist. Help me with a11y: t…Testing in React: Testing Library and beyondYou are an engineer specialized in frontend testing. Help me test Reac…Microservices architecture (service-to-service communication)You are a distributed systems architect. OBJECTIVE Design a microserv…Logging and observability in backendYou are a pragmatic observability engineer. Help me see my system: the…Integrating third-party APIs with robustnessYou are an integration specialist engineer. Help me integrate robustly…Idempotency: the same request without duplicate effectYou are a didactic distributed systems engineer. Help me with idempote…Image optimization in the frontendYou are a web performance engineer specialized in media. Help me optim…PWA: offline, cache and notificationsYou are an engineer specializing in Progressive Web Apps. Help me tran…Build process: Vite, Webpack and optimizationYou are an engineer specializing in frontend tooling. Help me with the…SEO in SPA: SSR, SSG and pre-renderingYou are an engineer specializing in technical SEO for JavaScript appli…Animations and transitions in React with performanceYou are a front-end engineer specializing in UI animation. Help me ani…Error management in interface: feedback and recoveryYou are a product designer specializing in error UX. Help me design er…Docker: containerize application with best practicesYou are a DevOps engineer specialized in containers. Help me container…Kubernetes: deployment, scaling, and health checksYou are a platform engineer specialized in Kubernetes, didactic and ho…Infrastructure as code: Terraform and CloudFormationYou are an infrastructure engineer specialized in IaC. Help me with in…Monitoring and alerts: Prometheus, Grafana, and AlertManagerYou are an SRE engineer specialized in monitoring. Help me set up infr…CI/CD pipeline orchestrationYou are a DevOps engineer specialized in CI/CD pipelines. Help me set …Backup and disaster recovery: RTO and RPO in practiceYou are a business continuity and disaster recovery consultant. Help m…Load balancing and horizontal auto-scalingYou are an infrastructure engineer expert in scalability. Help me scal…Centralized logging: ELK, Splunk and CloudWatchYou are an observability engineer expert in log aggregation. Help me c…VPC and network security in the cloudYou are an infrastructure security engineer expert in cloud networks. …Database design: schema and normalizationYou are a senior database architect. Help me design the schema: [CONTE…Indexes and query optimization: reading EXPLAINYou are a DBA specialist in query performance. Help me optimize: [CONT…Database replication and high availabilityYou are a DBA specialist in high availability. Help me with replicatio…ACID transactions and isolation levelsYou are a database transactions expert. Help me understand and apply t…Sharding and data partitioningYou are a data architect specialist in horizontal scalability. Help me…Zero-downtime data migrationYou are a database engineer specialist in safe migrations. Help me pla…ORM versus pure SQL: choosing with criteriaYou are a software architect with deep experience on both sides. Help …Database backup and restore: strategy and testingYou are a DBA expert in backup and recovery. Help me with my database …Database monitoring: slow queries and locksYou are a DBA expert in performance and database health. Help me monit…Encryption: symmetric, asymmetric and hashing in practiceYou are a security engineer expert in applied cryptography. Help me un…OWASP Top 10: the most common vulnerabilities in practiceYou are a web application security expert. Help me with the OWASP Top …HTTP security headers configured correctlyYou are a web security engineer specialized in HTTP hardening. Help me…Multifactor authentication: 2FA, TOTP and WebAuthnYou are a security engineer specialized in strong authentication. Help…Rate limiting and DDoS preventionYou are an infrastructure security engineer specialized in protection …Secret management: sensitive variables and vaultsYou are a security engineer specialized in secret management. Help me …Dependency scanning and third-party vulnerabilitiesYou are a security engineer specialized in software supply chain. Help…Technical communication with non-technical audiencesYou are a senior engineer known for explaining well to any audience. H…Code review: constructive feedback and quality standardsYou are a senior engineer expert in code review culture. Help me with:…Technical documentation: README, API docs and architectureYou are an engineer expert in technical documentation that developers …Debugging a production problemYou are a senior engineer expert in incident investigation. Help me de…Working in a technology team: conflicts, decisions and autonomyYou are a senior engineer and mentor in technical team dynamics. Help …Machine learning project preparation: data, features, and baselineYou are a pragmatic senior data scientist. Help me prepare my ML proje…Machine learning model training and evaluationYou are a senior machine learning engineer. Help me train and evaluate…Machine learning model deployment to productionYou are an MLOps engineer specialist in putting models into production…Exploratory data analysis (EDA) with purposeYou are a senior data scientist specialist in exploratory analysis. He…Security testing: pentest and fuzzingYou are a specialist in offensive security testing (pentest) with rigo…Compliance and regulations: GDPR, HIPAA, SOC2You are a technology compliance and data protection consultant. Help m…Technical leadership and architectural decisionsYou are a senior software architect and technical leadership mentor. H…Production incident escalationYou are a production systems incident response specialist. Help me str…Anomaly detection and prevention with machine learningYou are a machine learning engineer specializing in anomaly detection.…Recommendation systems with machine learningYou are a machine learning engineer specializing in recommendation sys…Natural language processing: text, sentiment, and classificationYou are a senior and pragmatic NLP (natural language processing) engin…Computer vision: image detection, classification, and segmentationYou are a senior and pragmatic computer vision engineer. Help me with:…Debug error with root cause analysisYou are a senior software engineer expert in debugging. OBJECTIVE Fin…Explain legacy code line by lineYou are a senior engineer who teaches well, without arrogance. OBJECT…Explain code line by lineExplain the following code in a didactic way, as if I were a beginner.…Debug errorI am receiving this error: [ERRO]. My code is: [CÓDIGO]. Help me to: u…Code reviewPerform a code review of the following code, focusing on: readability,…Refactor codeRefactor the following code to make it cleaner, more readable and easi…Write specific functionWrite a function in [LINGUAGEM] that does the following: [DESCRIÇÃO DA…Unit testsWrite unit tests for the following code, covering: normal cases, edge …SQL queryI need an SQL query that [QUERY OBJECTIVE]. The tables involved and th…Optimize performanceThis code/query is slow: [CODE/QUERY]. The context is [CONTEXT: data v…Project structure/architectureI'm going to build [APPLICATION TYPE] using [STACK/TECHNOLOGIES]. Sugg…Explain technical conceptExplain the concept of [TECHNICAL CONCEPT] clearly for someone at [LEV…Regex (Regular Expression)I need a regular expression that [OBJECTIVE: validate/extract/replace]…Code/API DocumentationWrite documentation for the following [CODE/ENDPOINT/FUNCTION]: [CODE]…Code/Technology MigrationI need to migrate this code from [SOURCE] to [DESTINATION]. Current co…Database ModelingI need to model the database for [APPLICATION/DOMAIN]. The main entiti…Automation ScriptI want to automate the following task: [REPETITIVE TASK]. The environm…API IntegrationI need to integrate my application with the [SERVICE] API to [OBJECTIV…Explain error messageI received this error message and don't understand it: [ERROR MESSAGE]…Technology/stack choiceI'm going to develop [PROJECT] with these requirements: [REQUIREMENTS]…Programming study planI want to learn [LANGUAGE/TECHNOLOGY] for [OBJECTIVE] in [TIMEFRAME]. …Code validation and securityReview this code for security and data validation: [CODE]. Point out v…Frontend interface componentCreate a [COMPONENT DESCRIPTION] component in [FRAMEWORK: React/Vue/et…Algorithm logicI need to solve the following problem with an algorithm: [PROBLEM]. In…Environment configuration/deploymentI need to configure the deployment/environment for [APPLICATION] on [P…Comments and namingImprove the readability of this code only in variable/function names a…Translation between languagesTranslate this code from [SOURCE LANGUAGE] to [TARGET LANGUAGE], maint…Appropriate data structureI need to store/manipulate the following data: [DATA DESCRIPTION] and …Error and exception handlingImprove error handling in this code: [CODE]. Identify where unhandled …Solution pseudocodeBefore coding, I want to plan the logic. I need to implement [FUNCTION…Best practices checklistCreate a best practices checklist for [CONTEXT: writing code in X / re…Compare libraries/toolsI'm deciding between [OPTION A] and [OPTION B] (libraries/tools) for […Improve my promptI want to improve this prompt I created for an AI: [MY PROMPT]. Analyz…Create a prompt from scratchI want to create an effective prompt to ask an AI to [OBJECTIVE/TASK].…Prompt with a specific personaI want the AI to respond by assuming the role of [PERSONA: ex. expert …Prompt for generating in a specific formatI need the AI to deliver [CONTENT] always in a specific format: [DESIR…Brainstorming promptI want to use AI to generate many ideas about [TOPIC/PROBLEM]. Create …Prompt for reviewing/critiquingI want the AI to review/critique my [WORK: text/plan/code/idea] honest…Step-by-step prompt (chain)I have a complex task for AI: [COMPLEX TASK]. Create a prompt that ins…Reusable prompt templateI frequently do this task with AI: [RECURRING TASK]. Create a reusable…Prompt for summarizing contentI want a prompt that makes the AI summarize long texts the way I need:…Prompt for writing in my styleI want the AI to write texts in my style/voice/tone. My style is: [STY…Prompt for making a decisionI want to use AI as support for thinking through decisions, without it…Prompt to simulate conversation/trainingI want to train [SITUATION: interview/negotiation/sale/difficult conve…Prompt to explain/teachI want to use the AI as a tutor to learn [SUBJECT]. Create a prompt th…Prompt to analyze data/textI will provide the AI with [DATA/TEXT] for it to analyze and extract […Fix a prompt that doesn't workThis prompt is not generating the result I want: [PROMPT]. What I rece…Prompt with examples (few-shot)I want the AI to do [TASK] following a specific pattern. I have these …Prompt for planning a projectI want to use AI to plan [PROJECT TYPE]. Create a prompt that instruct…Personal prompt libraryI use AI for various tasks and want to organize my best prompts for re…Prompt for social media contentI want a reusable prompt for AI to help me create content for [SOCIAL …Understanding AI limits and using it wellI want to use AI more intelligently in my work in [AREA]. Explain: wha…