Public roadmap

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Last updated July 2025 · Raghunathareddy GR
Shipped ✓
6 items
v0.1.0 · Jan 2025
Edge agent — Go binary, ARM64
Single static binary. One curl command install. ONNX Runtime inference. JWT auth.
AGENT
v0.2.0 · Mar 2025
Binary size 47MB → 7.4MB
musl libc, UPX compression, feature build tags, dep surgery. Runs on Pi Zero 2W.
AGENT
v0.3.0 · Apr 2025
Offline-first sync + delta compression
Pull-based idempotent sync. SQLite telemetry buffer. bsdiff delta — 95.7% smaller updates.
AGENT
v0.4.0 · May 2025
Canary deployments by hardware class
Stage by hw_class, health gates on accuracy delta. Multi-variant model registration.
AGENTPLATFORM
v0.5.0 · Jun 2025
KL drift detection — on-device
Under 2ms on Cortex-A57. Sliding window, int32 arithmetic, log lookup tables.
AGENT
v0.6.0 · Jul 2025
Fleet dashboard + SSE live streaming
JWT auth, 6 pages, real-time device telemetry, deployment controls, drift monitor.
PLATFORM
In progress →
3 items
v0.7.0 · Target Q3 2025
Python SDK — pip install mlops-dev
Full Python client: model push, deployment management, drift queries, fleet status. Async support.
SDK
API client65%
v0.7.0 · Target Q3 2025
Prometheus metrics export
Expose fleet telemetry as Prometheus metrics. Grafana dashboard template included.
PLATFORMINFRA
Exporter40%
v0.7.0 · Target Q3 2025
Slack + PagerDuty alerting
Native integrations for drift alerts and deployment events. Webhook support for any provider.
PLATFORM
Slack done55%
Planned ◎
5 items
v1.0.0 · Q4 2025
Stripe billing integration
Self-serve subscription management. Team and Enterprise tier checkout. Usage-based metering.
PLATFORM
v1.1.0 · Q4 2025
Multi-tenant team management
Invite team members, role-based access (admin/engineer/viewer), per-team fleet isolation.
PLATFORM
v1.2.0 · Q1 2026
ONNX auto-quantisation pipeline
Push FP32 ONNX, MLOps.dev automatically generates INT8 variant. Hardware-aware quantisation.
AGENTPLATFORM
v1.2.0 · Q1 2026
REST API — public v1
Stable, versioned REST API. OpenAPI 3.0 spec. All fleet management operations. Pagination, webhooks.
SDKPLATFORM
v1.3.0 · Q1 2026
SSO — SAML 2.0 + OIDC
Enterprise SSO with Okta, Azure AD, Google Workspace. Just-in-time provisioning.
ENTERPRISE
Future ◇
4 items
v2.0.0 · 2026
On-premise control plane GA
Full on-premise deployment. Docker Compose + Helm chart. Air-gapped environments. FDA/ISO compliance.
ENTERPRISEINFRA
v2.1.0 · 2026
Federated learning support
Aggregate model updates from edge devices without centralising data. Privacy-preserving fleet learning.
AGENT
v2.2.0 · 2026
A/B model testing at the edge
Run two model versions simultaneously on the same device. Statistical significance testing built in.
PLATFORM
v2.3.0 · 2026
JavaScript / TypeScript SDK
npm package for Node.js environments. Same API surface as Python SDK. Browser-safe subset.
SDK

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