πŸ”„ Updated Weekly β€” Synced with Core Engineering

Building the AI Cockpit of the Future.

Track our engineering roadmap with absolute transparency. We launch with the most robust foundation in the market β€” from local-first control to physical terminal governance and remote mobile approvals via WhatsApp.

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Available Now

Available Now

Launch

Multi-Provider Orchestration

High-velocity gateway connecting OpenRouter models (Claude 3.7, DeepSeek-R1) and private, local offline Ollama instances.

Stark Studio (Visual Timeline & Diffs)

Step-by-step visual audit of agent executions with a native, Git-style diff visualizer for local file modifications.

Stark Eval Engine

Local automated code validation using programmatic graders for syntax, builds, credential leak prevention, and semantic tests.

Designer_UI Agent & HTML Canvas

Live mockups rendered on-the-fly inside chat panes, allowing interactive tests, instant clicks, and clean code component exports.

MCP Mesh Service (Modular Bar)

Tool connection lifecycle manager with native OAuth authentication for Cumbuca Open Finance and modular Brazilian MCPs.

Personal AI Operations Console (Work Items)

Comprehensive chat operations and structured ticket workflows using a persistent Kanban operations panel.

Bring Your Own Agent (BYOA in PTY)

Execute raw CLI agents (Claude Code, Codex) inside secure background Pseudo-Terminals with real-time ANSI-color console rendering (Xterm.js).

WhatsApp Checkpoints & Risk Gates

Physical risk blocks halting sensitive command actions (READ, WRITE, EXECUTE, FINANCIAL) pending mobile chat confirmation.

Active Cost Limits (Budgets)

Hard token and spend limits applied at task and agent scope, mitigating looping hazards and unmonitored LLM costs.

Lightweight Desktop Client (Tauri)

Natively packaged ultra-lightweight client for macOS, Windows, and Linux storing user keys securely in the OS Keychain.

Local-First Offline Experience

Instant hardware-toggle to work completely off-grid and privately with absolute regulatory privacy compliance.

Agent Mesh API P2P

Decentralized transport protocol enabling multiple agent instances to coordinate, share memory, and delegate workflows.

Proactive Heartbeats (Observe-Only)

Scheduled, non-destructive background scans that check workspace files and report passive environment health logs.

i18n Multi-Language Engine

System interface and developer console fully localized in Portuguese (PT-BR) and English (EN) at launch.

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In Progress

In Progress

Cloud Config Sync

Fully encrypted cloud synchronization of API keys, Blueprints, and user console settings across devices (Lifetime plan core).

Auto-Dev Continuous Framework

Continuous loop for software maintenance and testing inside isolated sandboxes with concurrent background agents.

πŸ“…

Planned

Planned

Advanced Enterprise SSO & Directory Sync

Centralized workspace team management with SAML 2.0 and OIDC integrations (Okta, Active Directory, GSuite) (Enterprise core).

Agent Mesh Delegation Graph

Interactive diagram mapping active peer-to-peer delegation flows between local and remote agent instances.

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Exploring

Exploring

StarkStack as MCP Server

Expose the local physical capabilities of the StarkStack hub as standardized MCP server endpoints for external agent query tools.

Role-less Dynamic Subagents

An innovative multi-agent structure where robots evaluate work items and negotiate their roles in real-time depending on the tasks.

Active Modifying Autonomy

Allow background agents triggered by Cron parameters to perform non-destructive code refactoring under strict rules without human intervention.

Suggest a New Feature or Integration

Have a suggestion to optimize or want to propose a new MCP toolbus integration? Our engineering team wants to hear from you. Open a support ticket with your ideas directly in our Support Center.