Coding & Development
Ship 10× faster with AI.
Architecture, debugging, code review, and full-stack build prompts for modern devs.
Code Review Master
Review my code with the rigor of a staff engineer.
Architecture Design Doc
Write the design doc you'd send to staff+ engineers.
Refactor This Function
Rewrite my function to be production-grade.
Debug This Stack Trace
Find and fix the root cause of an error.
TypeScript Type Wizardry
Solve advanced type-level problems.
React Component Audit
Audit a component for performance and correctness.
Database Schema Design
Design a schema for a new feature.
SQL Query Optimization
Make a slow query fast.
API Design Review
Design a REST or GraphQL API customers love.
Security Audit
Find security holes before attackers do.
Test Strategy
Build a test pyramid for a new project.
Write Unit Tests
Generate exhaustive unit tests for my function.
Integration Test Suite
Write integration tests that catch real bugs.
E2E Test with Playwright
Build an end-to-end test for a critical flow.
Performance Profiling
Find the bottleneck slowing my app.
Memory Leak Hunt
Find what's eating my memory.
Database Migration Strategy
Migrate a production schema with zero downtime.
Microservices vs Monolith Decision
Pick the right architecture for your stage.
Event-Driven Architecture
Design pub/sub for a complex domain.
Idempotency Key Design
Make APIs safe for retries.
Rate Limiting Strategy
Protect APIs from abuse without breaking customers.
Caching Strategy
Cache without correctness bugs.
CDN Setup
Configure a CDN to cut latency 5x.
Observability Stack
Set up logs, metrics, and traces that pay off.
SLO and SLI Definition
Define SLOs the team can actually meet.
Incident Postmortem
Run a blameless postmortem that prevents recurrence.
On-Call Runbook
Build runbooks new on-call engineers actually use.
Disaster Recovery Plan
Survive losing your primary region.
CI/CD Pipeline Build
Set up a pipeline that ships safely many times per day.
GitOps Setup
Manage infra and apps via Git.
Kubernetes Cluster Design
Set up K8s for a small team without drowning in YAML.
Dockerfile Optimization
Cut image size and build time.
Infra-as-Code with Terraform
Manage cloud infra in code.
Cloud Cost Optimization
Cut AWS/GCP bill 30% in 60 days.
Multi-Tenancy Architecture
Serve enterprise customers with strict isolation.
Background Job Processing
Process millions of jobs reliably.
WebSocket Architecture
Build real-time features that scale.
GraphQL Schema Design
Design a schema teams won't curse you for.
REST vs GraphQL vs tRPC
Pick the right API style.
Auth System Design
Build auth that's secure and good UX.
RBAC vs ABAC Design
Choose the right access control model.
Webhook Delivery System
Send webhooks customers can rely on.
Feature Flag System
Roll out features safely.
A/B Testing Infrastructure
Run experiments without skewed results.
Event Tracking Schema
Define a tracking schema that scales.
Data Pipeline Design
Build an ETL/ELT pipeline.
Data Warehouse Modeling
Design a star schema for analytics.
LLM App Architecture
Build a production LLM application.
Vector Database Selection
Pick the right vector store.
RAG System Design
Build retrieval-augmented generation that's actually accurate.
Prompt Engineering Patterns
Engineer prompts for production reliability.
LLM Eval Framework
Measure prompt and model quality systematically.
AI Agent Architecture
Build agents that work, not just demo.
Code Generation Workflow
Use AI to ship 5x faster without bugs.
Migration to TypeScript
Convert a JS codebase without breaking prod.
Monorepo Setup with Turborepo
Set up a monorepo that scales.
Internal Developer Platform
Build an IDP that 10x's developer velocity.
API Gateway Design
Set up an API gateway that scales.
Service Mesh Decision
Decide if your team needs Istio/Linkerd.
Zero-Downtime Deploy
Deploy 100x/day without customer impact.
Chaos Engineering
Find failure modes before customers do.
Game Day Planning
Run a game day that improves resilience.
Security Incident Response
Respond to a breach in <1 hour.
SOC 2 Readiness
Get SOC 2 ready in 90 days.
GDPR Implementation
Comply with GDPR without slowing the team.
Code Quality Metrics
Measure code quality without gaming.
Tech Debt Triage
Pay down debt without stopping features.
Feature Sunsetting Plan
Kill a feature without breaking customers.
Codebase Onboarding
Help a new engineer ship in week 1.
Engineering Handbook
Write a handbook the team uses daily.
Pull Request Template
Write PRs that get reviewed quickly.
RFC Process
Run an RFC process that ships better designs.
Code Style Guide
Stop bikeshedding with a clear style guide.
Logging Conventions
Make logs useful, not noisy.
Metrics Naming Conventions
Build a metrics taxonomy that scales.
Dependency Management
Keep dependencies fresh and secure.
License Compliance
Avoid the GPL trap.
Open Source Strategy
Open source projects that grow community.
Engineering Team Structure
Design teams that ship.
Hiring Engineers
Build an interview loop that finds top talent.
Take-Home Project Design
Build a take-home that respects time and surfaces signal.
System Design Interview Prep
Coach engineers to nail the system design round.
Engineering Levels and Career Ladder
Build a ladder that grows engineers.
Performance Review Template
Run reviews engineers actually find useful.
1:1 Meeting Template (Eng Manager)
Run 1:1s that build trust and accelerate growth.
Eng Manager First-90 Days
Take over a team and earn trust.
Tech Lead Playbook
Lead without authority.
Async-First Team Operating System
Run a remote team without meetings hell.
Engineering Roadmap
Build a 6-month roadmap that survives reality.
Sprint Retrospective
Run retros that change behavior.
Backlog Grooming
Keep the backlog clean and actionable.
Incident Severity Levels
Define sev levels everyone agrees on.
Status Page Strategy
Communicate during incidents without making things worse.
AI-Assisted Code Review
Use LLMs to augment code review.
Documentation Strategy
Build docs the team and customers love.
Engineering Blog Strategy
Write engineering content that recruits and educates.
Conference Talk Proposal
Get accepted to top conferences.
Open Source Contribution
Make your first impactful OSS contribution.
Side Project to Product
Turn a weekend project into real revenue.
Solo Dev Indie Stack
Pick the stack that lets one person ship a SaaS.