AI Coding Assistant
Design systems, review and debug code, plan tests, cut tech debt, and ship features -- grounded in the code and stack you share.
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AI Coding Assistant turns Zeplik into a focused software development workspace. Design systems, review and debug code, plan tests, cut tech debt, and ship features -- grounded in the code and stack you share. Every answer is grounded only in the documents you provide, and the full Zeplik skill set stays available so you are never boxed in.
Upload or paste your material, describe the task in plain language, and the matching software development skill runs automatically to produce a structured, review-ready deliverable.
This is engineering guidance and draft code for your review, not tested, production-ready software. It reflects general best practice, not your exact stack, versions, or constraints, so read it critically, run it against your own tests and security review, and confirm it behaves correctly in your environment before you ship.
How to use Software Development on Zeplik
Bring your material
Upload or paste the documents you are working from -- your source files or pasted text. Nothing is assumed; the analysis is built only from what you share.
Describe the task
Ask in plain language, for example "Design the architecture for the system I'll describe -- components, data model, tradeoffs". Zeplik routes to the right software development skill without you naming it.
Review the deliverable
You get a structured, review-ready result with its working shown. This is engineering guidance and draft code for your review, not tested, production-ready software. It reflects general best practice, not your exact stack, versions, or constraints, so read it critically, run it against your own tests and security review, and confirm it behaves correctly in your environment before you ship.
Frequently asked questions
- Is AI Coding Assistant a substitute for a professional?
- No. This is engineering guidance and draft code for your review, not tested, production-ready software. It reflects general best practice, not your exact stack, versions, or constraints, so read it critically, run it against your own tests and security review, and confirm it behaves correctly in your environment before you ship.
- What do I need to provide?
- Your own documents -- your source files or pasted text. You can upload files or paste text directly into the chat; there is no account linking or connector to set up.
- Does it give me professional advice?
- It produces draft analysis and working papers for a qualified professional to review. It does not provide professional advice and does not replace one.
- Is it free to try?
- Yes. You can start for free and run these skills like any other Zeplik chat; credits only apply to normal model usage, with transparent pricing.
Skills in this workspace
- System Design Reviewer
- Backend Architecture
- Architecture Advisor
- API Design Principles
- Database Design
- Code Review Excellence
- Systematic Debugger
- Debugging Strategies
- Test-Driven Development
- Testing Strategist
- Error Handling Patterns
- Performance Optimizer
- Refactor & Simplify
- Tech Debt Auditor
- Verification Checklist
- Feature Delivery Navigator
- Deploy Checklist
- Cloud & DevOps Engineering
- Docker Expert
- Advanced Git Workflows
- Next.js Best Practices
- Python Engineering
- Technical Docs Writer
- README Crafting
- Prompt Engineering Coach
- RAG Architect
- MCP Server Builder
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- SecurityReview code and architecture for vulnerabilities, model threats, harden auth and secrets, and plan incident response -- analysis for a qualified engineer to verify.
- Science & ResearchRun sourced research, check facts, synthesize literature, and set up scientific and computational analysis -- every claim traced to a source you can verify.
- DesignCritique and design interfaces, build design systems, audit accessibility, and write UX copy -- grounded in the screens, brand, and product you share.
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- Product ManagementTurn ideas into specs, prioritize a roadmap, plan sprints, and review metrics -- grounded in the product context and constraints you share.
- HR & PeoplePlan hiring, design interviews, draft offers, run onboarding, and write reviews -- grounded in the roles, policies, and people data you provide.
- Customer SupportDraft replies, handle complaints, triage tickets, write knowledge-base articles, and read customer sentiment -- grounded in the ticket and account context you provide.
- OperationsDocument processes, write runbooks, plan capacity, assess risk, and brief leadership -- grounded in the systems, data, and context you provide.
- AI & ML EngineeringDesign LLM apps and agents, choose models and infrastructure, build evals, and ship ML systems -- grounded in your stack, data, and constraints.
- Career & Job SearchBuild a standout resume, tailor it to each role, prep for interviews, and negotiate the offer -- grounded in your real experience and the job you want.
- Game & Interactive DevDesign and build games, 3D web experiences, generative art, and programmatic video -- mechanics, engine code, and shaders, grounded in your project.
- Productivity & KnowledgeDesign Notion and Obsidian systems, organize files and notes, triage your backlog, and prep for deadlines -- built around how you actually work.
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