Konstruct - AI-Powered Code Assistant

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 TypeScript, Python, Java, and Go, with more languages coming.

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

TypeScript
Python
Java
Go
And more coming

Konstruct surfacing a neighborhood of related files as the starting point for a task — Konstruct uses graph neighborhoods to start the agent off on the right foot.

A proposed code change shown inline for review — Changes arrive as reviewable edits grounded in that same graph - not guesses about code it never read.

From Design to Build

One continuous path, one agent handing off to the next: design it, plan it against your real source, draft that plan into a blueprint of phases and tasks, build it — then audit what actually landed.

**Design · Write the design with an agent** The Design agent turns rough intent into an actual design document - goals, constraints, boundaries, and the tradeoffs behind each call - so you start from a shared picture instead of a blank chat.

**Plan · Turn the design into a concrete plan** The Plan agent reads your design against the real source and works out how to implement it: which files it touches, in what order, and the open questions worth settling first. Clear scope, fewer wrong assumptions.

**Blueprint · Break the plan into phases and tasks** The plan becomes a blueprint: ordered phases, the tasks inside each one, and a success criterion for every one of them - unambiguous targets rather than a prompt and some hope. Nothing executes until you approve it.

Build · Let the Build agent implement it The Build agent works through the approved blueprint autonomously - features, fixes, and refactors, phase by phase, reporting progress as it goes. You can watch, redirect, or stop it at any point.

**Review · Audit the result against the plan** The Review agent compares what was built against what the plan asked for, flags anything left incomplete, and tells you which next steps are worth taking.

Features

Konstruct is free until 1.0 — no tiers, no paywalls, no usage caps.

🗺️

Idea → Design → Plan → Build

The core workflow. Take a rough idea through Design and Plan into an executed Build, with agent assistance at every stage. Each step gives the next one the context it needs to get the work right.

👥

Pair Programming

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

🐛

AI Debugger

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

🔍

Code Graph & Semantic Search

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

🦙

Local Model Management

Browse, download, and manage Hugging Face models and llama.cpp from inside Konstruct—run models on your own machine with no separate toolchain to wire up.

🔌

Bring Your Own Model

Connect the providers you already pay for—Anthropic, OpenAI, Gemini, Bedrock, Ollama and more—and switch models whenever you like. Pick a different model per project or per task; nothing is locked to one vendor.

Free while Konstruct is on the road to 1.0.

What’s Coming

Konstruct is actively growing. Some of what is landing next:

1Password integration Pull credentials from the vault you already trust, instead of pasting API keys into config files.
Remote workspaces Run agents against a workspace hosted elsewhere, so a long build is not tied to your laptop staying open.
Multi-agent code review Several reviewers with different priorities on the same change, rather than one generalist opinion.
Your feedback The roadmap follows what people actually ask for. If something here matters to you — or something missing does — say so.

See all upcoming features →