The vibe engineering studio
for teams that ship.
SparkVibe is vibe engineering studio from CODES AI Limited — turn repos and databases into plain-English docs, structured knowledge packs, and SDLC-ready context for Claude & Cursor. Plus prompts, A/B lab, 60-day courses, guardian tuition portal, and Pakistani payments. Browser, Windows v0.4.2, Mac, and Android.
Code, data & context intelligence
v0.4.2 — PostgreSQL explorer, repo → requirements, notes → knowledge pack, private Git access, and context packs for AI agents.
Context Vault for AI tools
A local-first markdown vault — Profile, Projects, Current State + session logs. Save a session, pin insights, then Load it all into Claude, Cursor, or any tool. Export to ~/vault with /save /pin /load skills.
Learn moreDatabase Logic Explorer
Link PostgreSQL → read schema, ERD, PK/FK map, plain-English table glossary, design review, index ideas, API sketches, and auto docs.
Learn moreCode → business requirements
Index a linked Git repo or local folder → LLM generates PRD, user stories, business context, and acceptance criteria into project docs.
Learn moreText → knowledge pack
Paste notes or specs → structured PLAN, ARCHITECTURE, TASKS, AGENTS — optional full pipeline to Mermaid, slides, and PDF.
Learn morePrivate Git repos
Workspace GitHub tokens in Settings → Integrations — index private repos for translate, monitor, and context packs.
Learn moreContext pack (.zip)
One click from any board task: ticket markdown, CLAUDE.md, Cursor rule, repo activity, file notes, and related prompts.
Learn morePrompt A/B lab
Per project: compare two prompt variants, readiness scores, token notes, and record the winner for your team library.
Learn moreRemote device control
Send a ready prompt from Composer, a ticket from the board, or a message from Telegram/mobile to your dev machines. The agent runs it in the Claude CLI — with confirm-before-run — and streams results back.
Learn moreLive remote terminals
Open an interactive shell per device + project from the web or phone — type commands, watch output stream back. No open ports; the agent only polls out.
Learn moreEverything in one studio
From first prompt to production — built by CODES AI Limited for vibe-coding teams, classrooms, and client delivery.
Database Logic Explorer
PostgreSQL introspection: tables, ERD, relationships, business logic, user stories, design review, and sample SQL — saved as project docs.
Code → requirements
Reverse-engineer linked repos into PRD, user stories, business context, and gap analysis for stakeholders.
Text → knowledge pack
Turn pasted specs into PLAN, ARCHITECTURE, TASKS, AGENTS, glossary — zip export with optional slides and PDF pipeline.
Deep explorer & monitor
File tree, code map, repo branch/commits, uncommitted changes — desktop folder picker or remote Git.
Multi-workspace teams
Independent orgs with own members and projects — workspace picker on login, switch anytime from the sidebar.
Prompt & plan studio
Five-section prompts, SDLC plans, templates, Speak idea + Whisper STT, readiness scoring.
Learn & teach
Multilingual lecture studio (Urdu RTL), accounting & travel courses, kids coding, concept labs, and Build my plan wizard.
Full SDLC board
Kanban across discover → operate — context pack zip, send tickets to Claude, API links, desktop export.
Prompt A/B lab
Per project: compare two prompt variants, readiness scores, token notes, and pick a winner.
Cost in the open
Token tracking, budgets, and side-by-side AI provider price comparison.
Guardian portal & payments
Family dashboard, Stripe tuition, JazzCash, EasyPaisa, Raast — ledger per member with admin-only access.
AI Connect
Claude, Cursor, Codex, ChatGPT, Kimi, Ollama, OpenCode — your keys, your choice.
Modular workspaces
Turn whole feature areas — Teaching, Study, Projects, Library — on or off per workspace. Superadmins set platform-wide policy across every org.
Devices, Telegram & mobile
Run prompts and tickets on your machines via the agent, drive interactive terminals, and control everything from a Telegram chat or the Android app.
From idea to shipped product
The same vibe engineering loop CODES AI Limited uses on enterprise engagements — now in your workspace.
Join or create a workspace
Sign in, pick your team workspace, or create one — only invited members can enter.
Link code & data
Connect a Git repo, local folder, or PostgreSQL URL per project — private repos via workspace tokens.
Understand & document
Database explorer, code → requirements, text → knowledge pack, deep file explorer, and context packs for Claude/Cursor.
Ship & teach
SDLC board, Urdu lectures, guardian portal, JazzCash/Stripe tuition, and Watchdog alerts.
Built for teaching and teams
Software & vibe teams
Multiple workspaces for clients or squads — shared prompts, Kanban, token budgets, and remote assist.
Academies & classrooms
Urdu/English lecture plans, kids coding, concept labs, teacher dashboard, Watchdog nudges, and collaborative AI pedagogy.
Professional training
Bookkeeping, travel agency ops, Meta marketing, CapCut video — structured 60-day paths with DB progress.
CODES AI delivery
The same studio CODES AI Limited uses to architect, build, and operate client products at codes-ai.uk speed.
Built by Avais Ahmad Qarni
CEO & Founder, CODES AI LIMITED (Company No. 16078672) — full profile at codes-ai.uk/about.
Avais Ahmad Qarni
CEO & Founder, CODES AI LIMITED
Company No. 16078672 · London, UK
Senior Data Engineer with 12+ years designing large-scale data platforms across Azure, Databricks, and enterprise ecosystems — now pioneering AI-assisted vibe engineering and full-stack delivery at CODES AI.
Enterprise data platforms, Delta Lakehouse, and AI-assisted development — the same engineering discipline behind SparkVibe.
CODES AI Limited
AI-native software · vibe engineering · enterprise delivery
SparkVibe is engineered and operated by CODES AI LIMITED (No. 16078672) — the team behind codes-ai.uk. We build full-stack products with AI-native workflows: Claude, Cursor, Kimi, and production-grade delivery on IONOS, PostgreSQL, and Next.js.
Ready to vibe-code your next project?
Open the web app at vibe.codes-ai.uk or download installers for your platform. A CODES AI Limited product — version 0.4.2.