Konstruct - AI-Powered Code Assistant

AI-powered assistants that understand your product from idea to code — and your codebase as a connected system, not files pasted into a chat window. Konstruct maps structure, symbols, and intent across your project so assistants stay accurate and useful. Focus on delivering value, not wrangling context.

Download Konstruct macOS · Windows · Linux About Buy Now $20/month or $200/year

Supports multiple LLM Providers

Cursor

Anthropic

OpenAI

Gemini

AWS

Ollama

RunPod

Hugging Face

How does Konstruct Work

AI works best with clear definitions, accurate data, and direct instructions. Konstruct helps you with those as you capture ideas, designs, and plans—so assistants get the clarity and context they need to execute well.

Analyzes your project's code to give assistants more powerful tools to explore and understand your codebase.
Provides a workflow that helps you go from Idea to Implementation with structure at every step.
Turns writing code into reviewing code—you steer, refine, and approve what assistants propose instead of doing all the typing yourself.
Konstruct then interacts with your LLM of choice to complete its tasks—you can switch to any model you have access to at any time.

Code Graph

The Code Graph combines structure-aware indexing with semantic search so you can explore and query your codebase with precision. Indexing and graph analysis currently cover Go, TypeScript, Python, Java, Clojure, Ruby, Zig, C#, and Rust, with more languages coming. In a single workspace, Konstruct can index and map your project across multiple repositories, giving assistants one connected view of how your system fits together.

That connected view helps assistants better understand your code and your project, giving them the context they need to be more effective and accurate.

Go
TypeScript
Python
Java
Clojure
Ruby
Zig
C#
Rust
And more coming

From Ideation To Implementation

Ideation

Capture goals, constraints, and rough ideas in one place so you start from a shared picture—not a blank chat.

Design

Turn fuzzy intent into concrete designs: flows, boundaries, and tradeoffs your team can review before anyone writes code.

Plan

Break designs into ordered, specific steps assistants can follow, helping to answer open questions they have about the design—clear scope, fewer wrong assumptions.

Blueprint

Refine the plan into a precise implementation blueprint—file-level changes, API contracts, and data shapes—so assistants have unambiguous targets.

Build

Execute the blueprint: features, fixes, and refactors grounded in your designs and following the plan of action you created.

What’s Coming

Konstruct is actively growing. Features under development include Build Sandbox, GitHub PR Management, Security Reviews, RunPod GPU integration, VM management, multi-agent code reviews, code quality analyzers, and more.

See all upcoming features →

See Konstruct in Action

Watch how Konstruct maps your codebase, co-designs new functionality, debugs issues, and helps you pair program with AI. AI Debugger and Dependency features are Konstruct Pro features.

Code Graph & Semantic Search Your codebase, fully mapped. Semantic search and live dependency graphs turn scattered repos into one searchable, connected system your assistants actually understand.

Design Agent From fuzzy idea to shippable design. Co-create architecture, user flows, and tradeoffs with an agent that speaks your product language—not generic boilerplate.

AI Debugger Stop guessing at root cause. Let an AI detective analyze failures, trace the blast radius, and deliver fix suggestions you can review and ship.

Screenshots

Features

Some of the capabilities in this section may require a Konstruct Pro license in the app. See Free vs. Pro below for more detail.

🚀

Local or Cloud-based AI

Run your own LLMs locally or use any of the supported cloud providers—and switch between them at any time without losing your work.

🔍

Code Graph & Search

Structure-aware indexing with AST parsing, symbol extraction, and semantic search across all your project repositories—giving agents a connected view of your codebase.

🗺️

Ideation to Build Workflow

A structured workflow from Ideation through Design, Plan, Blueprint, and Build. Each stage gives assistants the clarity and context they need to execute accurately.

🐛

AI Debugger

Agent-assisted failure analysis, root-cause tracing, and suggested fixes you can review and ship. A Konstruct Pro feature.

👥

Pair Programming

Work alongside AI assistants in structured sessions grounded in your project's context, designs, and conventions—not a generic chat window.

🏗️

Multi-Provider Support

Don't get locked into one provider—Konstruct works with local LLMs, OpenAI, Anthropic, Google Gemini, AWS Bedrock, Cursor, Ollama, and more through a flexible provider interface.

🛠️

Project Intelligence

Automatically detects project structure and learns your coding patterns, conventions, and rules so assistants stay consistent with your codebase.

✨

Git Integration

View diffs, stage changes, and commit across your project repositories. Konstruct automatically generates relevant commit messages based on staged changes.

📋

Project Rules

Store and retrieve project-specific coding patterns, guidelines, and best practices so every assistant session starts with the right context.

Free vs. Pro

Everything is free — Pro removes the limits

Every feature in Konstruct is available on the free tier. Konstruct Pro removes usage caps and unlocks a small number of advanced features. No features are paywalled — try everything before you decide to upgrade.

Free tier

Try everything for free

Up to 2 workspace projects
Up to 3 Git repositories per project
Up to 2 concurrent agent runs
Full workflow — Ideation, Design, Plan, Blueprint, and Build with agent assistance
Code Graph & Search — semantic search, symbol browsing, file browser, and code dependency maps
Inline Review — PR-style agent review rounds for Plans, Designs, and Ideas, up to 3 per project
AI Debugger — up to 3 sessions per project, 5 agent build runs per session
Local LLM management — browse, download, and run on-device GGUF models
Commit Tools — diffs, staging, commits, and AI-generated commit messages
Discuss & Pair Programming — open-ended and structured AI sessions grounded in your project

Konstruct Pro

Remove the limits

Unlimited projects, repositories per project, and concurrent agent runs
Unlimited AI Debugger sessions and agent build runs
Unlimited inline document reviews for Plans, Designs, and Ideas
Early access to upcoming features before they roll out to the free tier