Edge-computing attention triage for developers

Stop tool-switching.
Start orchestrating.

Karvan.dev cures cognitive fatigue by turning the noise of decentralized workflows into harmonious, secure, focused deep work.

Focus Console
Deep Work
Cognitive loadProtected

Held & batched

Slack12 newJiraKAR-23GitHubPR #482
Orchestrated briefing

PR #482 is ready, with its Jira ticket and 12 Slack threads merged into one view.

Sanitized locally · zero-trust
0 min
Refocus time
lost after a single interruption
0+
Fragmented tools
Jira, GitHub, Slack, internal wikis
0k+
Token context
Claude window Karvan orchestrates
0
Code leaked
proprietary context never leaves local
The Chaos
01

Modern engineering is a cacophony of noise.

Development has become less about writing code and more about managing fragmented context. Engineers drown in a constant barrage of alerts, disjointed docs, and out-of-sync pull requests.

Switching

The cost of context-switching

Engineers lose hours daily navigating between Jira, GitHub, Slack, and internal wikis.

Burnout

Cognitive fatigue

Constant notifications shatter deep-work states, driving burnout and lower code quality.

Overload

The aggregation trap

Existing AI tools dump more summarized data into dashboards, adding noise instead of orchestrating it.

The Orchestration
02

Turning noise into symphony.

An orchestra without a conductor is just noise. Every instrument may be perfectly tuned, but different tempos create chaos. Engineering tools are no different.

A symphony without a conductor is just noise.
Conductor

Karvan reads the room

Instead of forcing developers to hear every tool at once, Karvan dynamically senses focus and intent.

Tempo

Delivered in tempo

It anticipates the context an engineer needs and delivers it the moment they are ready, perfectly on beat.

Karvan.dev
03

Predictive attention triage.

Karvan is not another dashboard. It is an intelligent, local-first workflow engine that protects the developer's cognitive state.

Focus

Cognitive load management

Running on the edge, Karvan detects deep-work sprints, holds back non-critical pings, and batches them into one orchestrated briefing.

Privacy

Zero-trust sandbox

Proprietary code never leaves the machine unauthorized. Karvan sanitizes, redacts, and vectorizes sensitive context locally before any secure transmission.

Action

Actionable harmony

Open a ticket and Karvan has already gathered the relevant Slack threads, Git diffs, and legacy docs into one unified workspace.

The orchestrated stack

FastAPIReact.jsModel Context ProtocolClaude APIZero-Trust RAGEdge ComputeLocal-FirstVector StoreFastAPIReact.jsModel Context ProtocolClaude APIZero-Trust RAGEdge ComputeLocal-FirstVector Store
Under the Hood
04

Built for speed. Engineered for privacy.

A modern, high-efficiency stack designed to run flawlessly inside strict enterprise security perimeters.

The Engine

FastAPI

A high-speed asynchronous backend acts as the local context server, indexing active branches and ticket queues with zero latency.

The Pipeline

Zero-Trust RAG

An advanced retrieval-augmented generation pipeline ensures only sanitized, strictly necessary context reaches a prompt.

The Interface

React.js

A lightweight, hyper-responsive frontend visualizes project health and cognitive load without demanding attention.

Integration

Model Context Protocol

Anthropic's open MCP connects Karvan to the local environment, turning the IDE into an intelligent command center.

Why Claude
05

Powered by unmatched contextual reasoning.

To orchestrate chaos, the core model needs flawless logic and expansive memory. Karvan is built exclusively around Anthropic's Claude API for two non-negotiable reasons.

Memory

Massive context processing

Sprawling codebase diffs, intricate architecture docs, and long chat histories demand Claude's 200k+ token window so no dependency is dropped.

Reasoning

Superior coding reasoning

Karvan synthesizes complex engineering workflows. Claude's native grasp of system architecture maps logic across tools without hallucinating.

Next Steps
06

The path to perfect harmony.

From a standalone local server to a team-wide symphony of synchronized context.

Phase 01 · Now

The local server

Deploying the FastAPI backend and React.js sandbox as a standalone MCP server for early pilot testing.

Phase 02 · Next

Context orchestration

Integrating the Zero-Trust RAG pipeline to securely process local Git and Slack data via the Anthropic API.

Phase 03 · Scale

Enterprise symphony

Full rollout to engineering teams with cognitive-load tracking and team-wide context synchronization.