WithWinSell,WISA,KODA,Poweringretail circulatory flow.commercial pulse.future of software.
Instantly ingest orders from Messenger, Webchat, and in-store POS.
Eliminate disjointed spreadsheets, manual inbox tracking, and order leakage.
KODA builds software with surgical precision discipline.
WinSell’s autonomous AI engineer: comprehensively parses AST graphs, drafts architectural specifications, and passes every test suite.
AST & Call Graph Intelligence
KODA parses abstract syntax trees (AST), function call graphs, and type contracts before modifying any source code.
- Deep scan of project libraries & dependencies
- Maps data contracts across stores and UI layers
- Never modifies or pollutes unrelated files
Technical Specs (Plan Mode)
Operates in read-only architect mode. KODA drafts a 5-part surgical specification listing target files, risks, and verification gates.
- Blast radius & inter-procedural impact analysis
- Defensive rollback strategy and testing matrix
- Zero code modifications without explicit user approval
Automated Terminal Test Loop
Applies minimal AST surgical patches. Automatically runs linters, type checks, and iterates through execution feedback until 100% clean.
- Minimal surgical diffs preserving code provenance
- Automated terminal compilation & self-repair loop
- Honest verification reporting: Passed, Failed, Skipped
Global Edge Deployment
Deep integration with Cloudflare Edge. Instant deployments with automated SSL certificates, version history rollbacks, and custom domain routing.
- Automated SSL / HTTPS certificates provisioned
- Custom domain support for founders and enterprises
- Live synchronized preview alongside coding sessions
KODA’s 3-Phase Closed Loop Development Lifecycle.
From initial requirements to live deployment, KODA orchestrates disciplined engineering under your full control.
Requirements Discovery & Scoping
KODA clarifies product context, questions structural ambiguity, and locks in the optimal tech stack before writing any code.
Technical Specs & Blast Radius
Operates as a read-only software architect. KODA drafts a structured specification, evaluates affected files, and awaits your approval.
Surgical Edits & Self-Healing Loop
KODA executes minimal surgical diffs, runs terminal tests, validates type contracts, and iterates through compiler feedback until 100% clean.
Architected and Powered by KODA.
KODA serves as WinSell’s foundational AI engineer, powering intelligence across two core product lines:
WISA
Fact-preserving AI companion for HR, analysts, and founders: ingests 25MB documents with verifiable citations cataloged in an interactive Evidence Ledger.
- Processes PDF, DOCX, and Excel files up to 25MB
- 5-step Deep Research engine with Evidence Ledger
- Transparent reasoning chain via Reasoning Cards
WinSell POS
Complete retail operating suite: multi-warehouse realtime stock syncing, rapid barcode POS checkout, F&B ingredient BOM deductions, and central cash books.
- High-speed barcode POS & realtime inventory tracking
- 24/7 Facebook Messenger & Webchat sales automation
- F&B recipe BOM deduction & central cash register
Everything You Need to Know About WinSell & KODA.
Verified entity knowledge structured for search engines, AI answer engines, and prospective users.
WinSell is an integrated Vietnamese AI technology platform delivering two flagship solutions: the intelligent office assistant WISA and the autonomous AI software engineer KODA. WinSell empowers individuals and businesses to automate workplace tasks, build software, and deploy web applications purely from natural language.
Build with KODA.
The autonomous AI software engineer powering the modern digital enterprise.