Guides & resources
Hands-on knowledge from our AI Code Engineers: agentic coding, AI app builders, App Store & Google Play publishing and scaling AI-built apps.
Agentic Coding Workshops
- A Proven 1-Day Agentic Coding Workshop Agenda (Template)Copy this 1-day agentic coding workshop agenda: timed blocks, exercises, facilitator notes and prep checklist for teams adopting coding agents.
- AI Pair Programming Workshop: Habits for Reliable OutputAn AI pair programming workshop focused on habits: driver and navigator roles, thinking aloud, small steps, verification and staying in control of the code.
- Agentic Coding Bootcamp for Founders and Non-DevelopersA bootcamp for founders and non-developers: build and understand a working app with coding agents, know the limits and learn when to bring in engineers.
- Agentic Coding Governance Workshop: Policies, Reviews and AccountabilityAgentic coding governance workshop: write a practical policy, define review requirements, assign accountability and prepare for audits and customer questions.
- Agentic Coding Training for Developers: Skills That Matter in 2026Which skills developers need for agentic coding in 2026: task decomposition, context management, review, testing, security awareness and when to code by hand.
- Agentic Coding Workshop for CTOs and Engineering LeadsA leadership-focused agentic coding workshop for CTOs: decide on tools, guardrails, review rules and rollout strategy before agents spread through your teams.
- Agentic Coding Workshop for Digital AgenciesA workshop for digital agencies adopting coding agents: faster delivery for clients, margin and pricing questions, quality gates and client communication.
- Agentic Coding Workshop for Teams: What a Hands-On Day Looks LikeA hands-on agentic coding workshop for teams: schedule, exercises on your own codebase, review habits and what your developers take back to daily work.
- Agentic Coding for Product Managers: Prototyping Without WaitingHow product managers can use coding agents to prototype, validate ideas and write better specs, plus the limits and the handover to engineering.
- Agentic Testing Workshop: Let AI Write Tests, Let Humans Own QualityAn agentic testing workshop: using coding agents to write unit, integration and UI tests while humans decide what quality means and verify the tests are real.
- ChatGPT Codex Team Onboarding: A 30-Day Rollout PlanA 30-day rollout plan for OpenAI Codex in a team: setup and rules, delegating small tasks, writing briefs, review queues and measuring what works.
- Claude Code Team Onboarding: A 30-Day Rollout PlanA 30-day plan to roll out Claude Code across a team: access and rules in week 1, pilot tasks, shared instructions, review habits and a retrospective at the end.
- Claude Code Workshop: From First Prompt to Production-Ready Pull RequestA hands-on Claude Code workshop covering setup, planning, project instructions, permissions, testing and review, taking a task from first prompt to merge.
- Cursor Agent Workshop: Practical Agentic Coding Inside Your IDEA practical Cursor agent workshop: using an AI-first IDE for multi-file changes, project rules, context control and disciplined review of every diff.
- From Vibe Coding to Production: A Workshop for Shipping Real AppsA workshop that turns vibe-coded prototypes into production apps: security checks, tests, real-device QA, backend hardening and store submission readiness.
- In-House AI Coding Workshop in Germany (English or German)Book an in-house AI coding workshop in Germany: on-site, in English or German, covering coding agents, code review, security and GDPR-aware practice.
- Mobile App Agentic Coding Workshop: iOS and Android with AI AgentsMobile app agentic coding workshop for iOS and Android: framework choices, real-device testing, permissions, store rules and a reliable release workflow.
- OpenAI Codex Workshop: Agentic Software Development for Product TeamsAn OpenAI Codex workshop for product teams: delegating well-scoped tasks to a coding agent, writing briefs, reviewing results and keeping humans accountable.
- Prompt-to-Pull-Request Training: Teaching Teams to Ship with AI AgentsTeach teams the full path from prompt to merged pull request with coding agents: briefs, plans, small commits, tests, descriptions and human review gates.
- Remote Agentic Coding Workshop: Format, Agenda and OutcomesHow a remote agentic coding workshop works: session format, tools, breakout practice, sample agenda and outcomes for distributed engineering teams.
- Secure Agentic Coding Training: Secrets, Permissions and SandboxesSecure agentic coding training: keep secrets out of prompts, set agent permissions, use sandboxes, vet dependencies and defend against prompt injection.
- The ROI of an Agentic Coding Workshop: How to Measure ItHow to measure the ROI of an agentic coding workshop: baseline metrics, leading indicators, realistic time frames and pitfalls like counting lines of code.
Agentic Coding Tools
- AGENTS.md and CLAUDE.md: Writing Instructions Coding Agents FollowHow to write AGENTS.md and CLAUDE.md files that coding agents actually follow: what to include, what to leave out, and a short template you can adapt.
- AI App Builder Comparison 2026: Lovable, Base44, Bolt, Replit, v0Compare Lovable, Base44, Bolt, Replit and v0 by what they are best at, how they handle code and backends, and how you get from prototype to the app stores.
- AI Code Review Tools: Automate the First Pass, Keep Humans in ChargeAI code review tools can catch issues before humans look. Learn what they are good at, what they miss, and how to combine them with human review safely.
- Agentic Coding for Flutter AppsHow coding agents work with Flutter and Dart: strengths, common pitfalls, project setup tips and why real-device testing still decides whether an app is ready.
- Agentic Coding for Kotlin and Android DevelopmentHow coding agents work with Kotlin, Jetpack Compose and Gradle: strengths, pitfalls on device diversity and permissions, and a safe path to Google Play.
- Agentic Coding for React Native and Expo AppsUsing coding agents on React Native and Expo projects: where they speed up delivery, which native pitfalls to watch, and how to review and test mobile changes.
- Agentic Coding for Swift and iOS DevelopmentHow coding agents handle Swift, SwiftUI and Xcode projects: what works, where they stumble, and how to review, test and ship iOS apps responsibly.
- Claude Code vs. Cursor: Terminal Agent or AI IDE?Claude Code runs in your terminal, Cursor is an AI-first IDE. Learn how the two approaches differ in control, review, onboarding and team workflows.
- Claude Code vs. OpenAI Codex: Which Agent Fits Your Team?Claude Code and OpenAI Codex are both agentic coding tools. Compare workflow, control, review and team fit to choose the right one for your team.
- Cursor vs. Windsurf for Agentic CodingCursor and Windsurf are both AI-first editors with agent features. Compare how to evaluate them on your codebase, plus review, privacy and team rollout tips.
- From v0 Prototype to Production App: What Changesv0 is great for generating interfaces. See what has to change between a v0 prototype and a production app: backend, auth, testing, security and mobile delivery.
- Gemini CLI for Developers: Where It Fits in an Agentic WorkflowGemini CLI brings Google's models to the terminal. Learn where a command-line agent fits in your workflow, good first tasks, and how to keep it under control.
- GitHub Copilot Agent Mode: What It Does Well and Where to Be CarefulA practical guide to GitHub Copilot agent mode: where it speeds up multi-file work, where it needs supervision, and how to review its changes safely.
- How to Choose an Agentic Coding Tool: A 12-Point ChecklistA 12-point checklist for choosing an agentic coding tool: security, review workflow, model access, costs, exit options and a short pilot plan for your team.
- Lovable vs. Base44: Comparing AI App Builders for Real ProjectsLovable and Base44 both turn prompts into working web apps. Compare them on backend, ownership, scaling and the path to iOS and Android store apps.
- Lovable vs. Bolt: Which AI App Builder to PickLovable or Bolt? Compare how these AI app builders handle code access, backends, deployment and growth so you can pick the right one for your project.
- MCP Servers for Coding Agents: Connecting Tools SafelyThe Model Context Protocol lets coding agents use external tools and data. Learn what MCP servers are, useful examples, and how to connect them without risk.
- Open-Source Coding Agents: Aider, Cline and Others ComparedOpen-source coding agents like Aider and Cline give you model choice and control over data. See how to compare them, where they fit and what to watch out for.
- Replit Agent: Strengths, Limits and the Path to ProductionA balanced look at Replit Agent: what an in-browser coding agent does well, where its limits are, and what to do when a project must go to production.
- The Best Agentic Coding Tools in 2026: A Practical OverviewA practical overview of agentic coding tools in 2026: terminal agents, AI IDEs, app builders and open-source options, and how to match each to your project.
- The Limitations of Agentic Coding (and How Humans Fill the Gap)An honest list of where coding agents fail: hallucinated APIs, weak tests, security gaps and fragile architecture, plus the human practices that close the gap.
- What Agentic Coding Really Costs: Tokens, Seats and Review TimeA realistic look at agentic coding costs: licences, token usage, infrastructure and the biggest item, human review time. Includes a simple cost model.
Deploy to App Store & Google Play
- Adding Push Notifications to AI-Built AppsHow push notifications work on iOS and Android, what AI-built web apps need to add them, permission design, testing and rules that affect store review.
- App Store Guideline 4.2 and AI-Built Apps: Avoiding Minimum Functionality RejectionsWhy Apple rejects thin apps under Guideline 4.2 Minimum Functionality, how AI-built and wrapped web apps trigger it, and how to make an app that passes review.
- App Store and Google Play Assets Checklist: Screenshots, Texts, Privacy LabelsA complete checklist of the assets and texts needed to submit to the App Store and Google Play: icons, screenshots, descriptions, privacy answers and URLs.
- Apple Developer Account Setup for Companies: D-U-N-S, Roles and PitfallsHow to set up an Apple Developer account for a company: D-U-N-S number, verification, App Store Connect roles, certificates and typical delays.
- Common App Store Rejections for AI-Built Apps and How to Fix ThemThe most frequent App Store rejection reasons for AI-built and wrapped apps, what reviewers see, and a concrete fix for each. Verify current Apple guidelines.
- From ChatGPT Codex Project to Apple App StoreYou built an app with OpenAI Codex and want it on the App Store. Learn what to review, how to sign and test, and how to get through App Review smoothly.
- From ChatGPT Codex Project to Google PlayRelease an app built with OpenAI Codex on Google Play: reproducible builds, signing, closed testing, policy forms and the checks that need a human owner.
- From Claude Code Project to Apple App StoreHow to take an app built with Claude Code to the Apple App Store: project structure, signing, TestFlight, review readiness and where human review matters.
- From Claude Code Project to Google PlayTake a Claude Code project to Google Play: build variants, signing, Play Console setup, testing tracks and the human checks that agents cannot replace.
- Google Play Closed Testing Requirement: A Practical Guide for New Developer AccountsUnderstand Google Play closed testing for new personal developer accounts: recruiting testers, running the test and avoiding delays. Verify current rules.
- Google Play Console Setup for Companies: Verification and PitfallsSet up a Google Play Console account for your company: account type, identity verification, payments profile, team permissions, app creation and common delays.
- How to Deploy an AI-Generated App: Hosting, Domains and MonitoringA practical deployment guide for AI-generated apps: choosing hosting, environments, domains and TLS, secrets, backups, monitoring and a rollback plan.
- How to Publish a Base44 App to Google PlayPublish your Base44 app on Google Play: Android packaging, upload keys, Play Console declarations, testing tracks and the policy checks that matter most.
- How to Publish a Base44 App to the Apple App StoreWhat it takes to move a Base44 app to the Apple App Store: native packaging, backend and auth checks, review notes, and how Guideline 4.2 applies.
- How to Publish a Bolt App to the App Store and Google PlayTurn a Bolt-generated web app into iOS and Android store apps: export and hosting checks, native packaging, store accounts, review pitfalls and testing.
- How to Publish a Lovable App to Google PlayHow to turn a Lovable web app into an Android app for Google Play: packaging, signing, closed testing for new accounts, store listing and common policy issues.
- How to Publish a Lovable App to the Apple App StoreStep-by-step guide to taking a Lovable web app to the Apple App Store: native wrapper, Apple Developer account, review pitfalls and who handles what.
- How to Publish a Replit App to the App Store and Google PlayFrom Replit project to the stores: moving out of the browser IDE, hosting and secrets, native wrappers, store accounts, and the quality checks reviewers expect.
- How to Turn a v0 App into iOS and Android AppsWhat changes when a v0 prototype becomes an iOS and Android app: UI components, backend, Next.js considerations, native packaging and store submission.
- In-App Purchases and Subscriptions for AI-Built AppsWhen AI-built apps must use Apple and Google billing, how in-app purchases and subscriptions work, server validation, testing and review pitfalls.
- Shipping a Cursor-Built Web App to iOS and AndroidYour web app was built in Cursor and you want store apps. Learn how to choose a packaging route, keep the IDE workflow, test, sign and submit to both stores.
- Using a Supabase Backend Behind Your Store AppHow to use Supabase safely behind an iOS or Android app: row level security, keys, auth flows, storage, environments, backups and common mistakes to avoid.
Convert Web to App & Scale
- Adding Offline Mode to a Web-to-App ConversionHow to add offline mode to a web-to-app conversion: caching strategies, local storage, sync queues, conflict handling and testing on real devices.
- Analytics for Converted Apps: What to Track from Day OneChoose analytics for converted web-to-app projects: key events, funnels, retention, crash reporting, consent and privacy under GDPR, with a tracking plan.
- App Maintenance After Launch: OS Updates, SDKs and Store PoliciesWhat app maintenance involves after launch: OS and SDK updates, dependency security, store policy changes, monitoring and a realistic yearly calendar.
- Building a GDPR-Compliant Mobile App from an AI PrototypeMake a mobile app built from an AI prototype GDPR-ready: data mapping, consent, processors, hosting, deletion and store privacy disclosures. Not legal advice.
- CI/CD for AI-Built Apps: Automated Builds for iOS and AndroidSet up CI/CD for AI-built apps: automated tests, signed iOS and Android builds, store uploads, secrets handling and review gates for agent-written code.
- Capacitor vs. React Native for Turning Web Apps into Mobile AppsCompare Capacitor and React Native for converting a web app to iOS and Android: code reuse, performance, plugins, team skills and when to choose each.
- Deep Links, Universal Links and App Links for Converted AppsSet up deep links, iOS Universal Links and Android App Links for converted apps: domain files, routing, fallbacks, deferred links and testing checklist.
- How to Convert a Next.js App into iOS and Android AppsConvert a Next.js app into iOS and Android apps: server rendering vs static export, API routes, auth, deep links and release steps explained for teams.
- How to Convert a React Web App into a Mobile AppTurn an existing React web app into an iOS and Android app: compare wrapper, Capacitor and React Native paths, plus steps for routing, auth and store release.
- How to Convert a Shopify Store into a Mobile AppLearn how to turn a Shopify store into an iOS and Android app: wrapper vs headless build, checkout, push notifications, store review and launch checklist.
- How to Convert a Website into an iOS and Android App in 2026Learn how to turn an existing website into a store-ready iOS and Android app: scoping, native features, review risks and the steps from URL to App Store.
- How to Convert a WordPress Site into a Mobile AppTurn your WordPress site into an iOS and Android app: wrapper vs REST API app, WooCommerce considerations, push notifications and store publishing steps.
- How to Scale a Base44 App: Data, Auth and PerformanceScale a Base44 app beyond its first users: plan your data entities, authentication and permissions, performance, backups, monitoring and an exit strategy.
- How to Scale a Lovable App Beyond the PrototypeScale a Lovable-built app past the prototype stage: data model, auth and security, performance, testing, hosting and when to bring in engineers.
- Migrating Off an AI App Builder: Owning Your Code and InfrastructurePlan a safe migration from an AI app builder to your own repository and infrastructure: audit, export, data move, auth cutover, testing and a rollback plan.
- PWA vs. Native Wrapper vs. Fully Native: Choosing Your App PathCompare progressive web apps, native wrappers and fully native apps by cost, store presence, device access and maintenance, with a decision framework.
- Performance Optimization for AI-Built Web and Mobile AppsSpeed up AI-built web and mobile apps: measure first, then fix bundle size, images, queries, caching and startup time, with a prioritized checklist.
- Refactoring AI-Generated Code for Long-Term MaintainabilityA practical guide to refactoring AI-generated code: find duplication, tighten structure, add tests first and use coding agents safely with human review.
- Scaling an AI-Built MVP: The First 10,000 UsersHow to prepare an AI-built MVP for its first 10,000 users: stability, security, performance, support and release habits, with a stage-by-stage checklist.
- WCAG and Accessibility for Web and Mobile Apps Built with AIMake AI-built web and mobile apps accessible: WCAG basics, screen readers, contrast, touch targets, testing methods and how to prompt coding agents well.
- WebView App Best Practices: Performance, Offline and Native FeaturesPractical best practices for web view apps on iOS and Android: speed, offline behavior, native bridges, security, navigation and store review readiness.
- White-Label and Multi-Tenant Apps for AgenciesHow agencies can ship white-label and multi-tenant apps: architecture choices, branding configs, store accounts per client, updates and pricing models.
AI Development Services
- AI Development Services: AI Speed, Human ResponsibilityWhat AI development services are, how coding agents and senior engineers share the work, and what to expect from a provider that stays accountable.
- AI MVP Development: From Idea to Store in WeeksHow an AI MVP development service takes an idea to a published iOS and Android app: scoping, build loops, device testing and store launch, without hype.
- AI-Generated Code Audit: When You Need One and What You GetWhen an AI-generated code audit makes sense, what it covers and what you get: prioritized findings on security, architecture, store readiness and a fix plan.
- Agentic Coding for Enterprises: Speed with Audit TrailsHow enterprises can use agentic coding with audit trails, access controls, review gates and compliance evidence, keeping speed gains without losing control.
- Agentic Coding for Startups: Ship Faster Without Accumulating ChaosHow startups can use agentic coding to ship fast without technical debt: project rules, review habits, tests, security basics and when to bring in an engineer.
- Building AI Agents into Business AppsHow to add AI agents to business apps safely: use cases, architecture, tool permissions, human approval steps, evaluation and monitoring in production.
- Choosing an AI App Development Agency in GermanyA practical checklist for choosing an AI app development agency in Germany: certifications, GDPR, code ownership, review process and how to compare proposals.
- Enterprise Agentic Coding Adoption: A Phased PlanA phased plan for adopting agentic coding in an enterprise: pilot, guardrails, scaling, metrics and change management without losing control or quality.
- Fixed Price vs. Time and Material for AI Development ProjectsFixed price or time and material for AI-assisted development? Compare risk, flexibility and scope control, and learn when a hybrid model works best.
- Fixing a Broken AI-Generated App: A Rescue PlaybookYour AI-built app is looping on bugs, failing builds or crashing in production? A step-by-step rescue playbook to stabilize, diagnose and repair it safely.
- How Much Does AI-Assisted App Development Cost in 2026?What drives the cost of AI-assisted app development in 2026: engineering time, agent usage, services and store fees, with a budgeting framework.
- How to Hire an AI Code Engineer (or Rent a Team)Hire an AI Code Engineer in-house or rent a ready team? Compare roles, skills to test, interview tasks and when a managed service is the faster, safer choice.
- Human-in-the-Loop Software Development ExplainedHuman-in-the-loop software development puts engineers at the decision points of AI coding. Learn the checkpoints, roles and signs that the loop is real.
- ISO 27001 and AI Software Development: What It Means for ClientsWhat ISO 27001 information security certification means when a vendor builds software with coding agents, and which questions clients should still ask.
- ISO 9001 Quality Management in AI-Assisted DevelopmentHow ISO 9001 quality management applies to AI-assisted software development: planning, reviews, traceability and continual improvement with coding agents.
- Integrating LLMs into a Mobile App: Architecture and CostsHow to integrate a large language model into an iOS or Android app: backend proxy, streaming, privacy, latency, cost control and store review considerations.
- Liability and IP Ownership for AI-Generated SoftwareWho owns and who is liable for AI-generated software? Practical contract points on IP, licensing, warranties and accountability. General info, not legal advice.
- Nearshore AI Development in Europe: Time Zones, Quality, ComplianceWhy nearshore AI development in Europe can beat offshore for time zones, GDPR and communication, and how to evaluate quality, contracts and accountability.
- Security Review for AI-Generated Code: What We CheckA practical security review checklist for AI-generated code: secrets, authorization, input handling, dependencies, mobile storage and backend rules.
- The EU AI Act for App Developers: A Practical SummaryA practical, non-legal summary of the EU AI Act for app developers: risk categories, transparency duties, roles and a checklist for apps with AI features.
- What Does an AI Code Engineer Actually Do?A day in the life of an AI Code Engineer: planning, directing coding agents, reviewing diffs, testing on devices and owning releases. Skills and limits.
- What Happens in a Free AI Development Consultation CallWhat to expect from a free AI development consultation: preparation, agenda, questions, typical outcomes and next steps, so you get the most from the call.
Questions about your project?
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