Roadmap · live

From isolated control
to autonomous operations

Two years of architecture. One year of execution. Ten thousand decisions to make a hosting panel feel inevitable — and a runway already pointed at fully autonomous server operations.

Isolated by default Self-healing services Predictive scaling Conversational ops 31 languages One-click migration
116
Shipped
production features
31
Languages
23,493+ keys
494
Commits
since git open
1,263
API Endpoints
three surfaces
98+
Docker Templates
apps + infra
5
Isolation Layers
kernel-deep
Shipped

Already in production

Twenty-five capability areas, each one built from real customer demand and real edge cases. Every line below is verifiable in the source.

Architecture & Isolation

6 features

5-Layer Isolation Architecture

Cgroups v2 + Linux namespaces + SSH chroot + per-user PHP-FPM + Unix permissions. Every account is sandboxed at the kernel — no shared state between tenants.

2024

20+ Isolated Services

nginx, apache, php (8.1–8.4), postgres 17, mysql 8, redis 7, bind, proftpd, postfix, dovecot, clamav, fail2ban, pgadmin, phpmyadmin, roundcube — every service contained under /opt/panelica.

2024-2025

eBPF Bandwidth Limiter

Cgroup-pinned eBPF programs with ancestor lookup. Per-user, per-domain, per-protocol traffic shaping with kernel-level enforcement.

2026-Q1

AppArmor Mandatory Access Control

Profiles for nginx, apache, php-fpm. If a worker is compromised, AppArmor contains the blast radius before the attacker can pivot.

2026-Q1

Triple API Architecture

Internal (3001), External (3002, HMAC-signed), and CLI — 1,263 endpoints in total. Every operation is exposed three ways with no privilege drift.

2025-Q4

Per-User Container Isolation

Optional Docker-per-user mode for hostile multi-tenant. Cgroups + namespace today; Docker tomorrow when operators want it.

2026-Q2

Domain & DNS

5 features

9-Step Domain Provisioning

Single-page form + live animation: nginx vhost, apache vhost, PHP-FPM pool, DNS zone, mail records, SSL request, FTP user, quota, audit log — all in one flow.

2025-Q3

Subdomain, Alias, Redirect, Parked

Four domain modes share one codebase. Per-subdomain document_root, per-redirect 301/302 target, per-parked custom landing.

2025-Q3

BIND9 — DNSSEC, SPF, DKIM, DMARC

Authoritative master with chroot. Per-domain SPF/DKIM/DMARC auto-generated. DNSSEC zone signing optional. Bulk record management.

2025-Q3

Pre-Flight Quota & Honesty Checks

Domain create blocks orphan users before they happen. Quota gate, hostname honesty, DNS reachability — all checked before provisioning starts.

2026-Q1

Auto FTP Account per Domain

Every new domain gets a virtual FTP user, home-locked, with auto cleanup on domain delete. No manual setup.

2026-Q2

SSL Automation

6 features

ACME — Let's Encrypt HTTP-01

Lego-powered. Automatic issue + renew + bind to nginx and apache. Per-domain SAN support. Disk-to-DB self-healing if state drifts.

2025-Q4

Wildcard SSL via DNS-01

Cloudflare, PowerDNS, RFC2136 providers. Wildcard certs without exposing the panel publicly.

2026-Q1

Cloudflare Origin Certificates

15-year origin certs from Cloudflare API for orange-cloud domains. Zero rate-limit pressure on Let's Encrypt.

2026-Q2

Auto www Inclusion

Let's Encrypt SAN automatically includes www variant. Industry-standard behavior, zero clicks.

2026-Q1

Mail SSL Cert Management

Issue and bind LE or custom certs to Postfix/Dovecot from the panel. Dovecot SSL on by default.

2026-Q1

Auto-Issue SSL — One-Click Panel

Detect missing or expired cert + correct strategy in one card. Operator clicks "Issue now" — system picks HTTP-01, DNS-01, or Origin Cert.

2026-Q2

Email Stack

6 features

Postfix + Dovecot Complete Stack

SMTP submission (587), IMAPS (993), POP3S (995). Per-user mailbox with quota. IPv6-aware, deliverability tuned out of the box.

2025-Q4

Auto DKIM per Domain

Key generation, DNS publish, selector rotation — all one click. SPF and DMARC recommendations shown inline.

2026-Q1

Mail Client Quick Setup

Mozilla autoconfig + Outlook autodiscover + iOS profile QR. Users scan a QR or auto-detect — no manual server settings.

2026-Q2

Mailing List Campaigns

Campaign builder, recipient lists, unsubscribe tracking, SES integration option. Compliance-ready.

2026-Q2

TLS Deliverability + HELO Auto-Sync

Postfix HELO hostname auto-syncs with FQDN. TLS optimized for major MTAs. Deliverability score visible in panel.

2026-Q2

Mail Queue Management

Inspect, retry, delete individual messages. Bulk clear. Real-time stats.

2026-Q1

WordPress Toolkit

6 features

One-Click Install + Hardening

Install with automatic security hardening: file permissions, wp-config secrets, comments policy, login lockout. Detect existing WP and import.

2026-Q1

Enterprise Security Activity

GeoIP-flagged event log. Filter by event type and method. Live dashboard of every login, plugin change, file edit.

2026-Q1

WordPress Benchmark v2

28 tests across 8 categories. WebSocket live progress. Strict scoring with 3× median. Cgroup-aware execution.

2026-Q1

WordPress Redis Boost

Full-page + object cache integration. Bootstrap inserted before wp-settings.php. Drop-in templates embedded in the binary.

2026-Q1

Comment Hardening + Bulk Delete

Disable comments globally or per-post. Bulk delete with timeout protection. Comment moderation queue.

2026-Q2

WordPress Backup with Detach Mode

Site-aware backup that captures DB, uploads, plugins, and themes separately. Restore to staging or new domain.

2026-Q1

Docker Manager

7 features

78 KasmWeb Templates

Full Linux desktop, Chrome, Firefox, Brave, VS Code, IntelliJ, GIMP, OBS — all running in container with HTTPS reverse proxy auto-config.

2026-Q1

20 Infrastructure Templates

Jellyfin, HedgeDoc, BookStack, Domain Watchdog, Meilisearch, OpenVPN Access Server, MySQLTuner — production-grade recipes.

2026-Q2

In-Container File Manager

Browse, edit, upload to any container without exec. Works for stopped or paused containers via volume API.

2026-Q1

Advanced Container Config

cap_add, sysctls, privileged mode, custom networks. Power without compromise — RBAC gates dangerous flags to ROOT only.

2026-Q1

Parallel Container Actions

Start, stop, restart 50 containers at once. UI stays responsive — backend coordinates concurrency safely.

2026-Q2

Docker Firewall Integration

nftables forward chain made persistent. Per-container egress rules from the panel — no docker-compose hacks.

2026-Q1

Docker Stack Backup

Container, image, volume, and network state captured atomically. Restore to any node.

2026-Q2

Migration Pipeline

6 features

Legacy Panel Adapters

Live progress UI, file rsync without timeout (100GB+ supported), MySQL hash preservation, mail import, SSL re-issue, automatic rollback on failure. Imports from major legacy hosting panels.

2026-Q1

Zero Password Change

Email hashes from legacy panels preserved with SHA512-CRYPT. MySQL user hashes carried over with HEX-fallback. PostgreSQL hash fallback. Users keep their passwords.

2026-Q1

Cloudflare Auto-Transfer

Zone, DNS records, SSL settings, page rules — discovered and migrated automatically. No re-typed API keys.

2026-Q1

Cron + Subdomain Auto-Transfer

Cron jobs and subdomains migrated alongside the main site — including the subdomain's DNS, SSL, and PHP version.

2026-Q1

Panelica-to-Panelica Migration

7-step pipeline: discovery → credentials → user create → domain create → file transfer → DB import → SSL re-issue. Failure-resilient with checkpoints.

2026-Q1

Real-Time Migration Progress

WebSocket stream of every step. Pause, resume, retry from the failed checkpoint without restarting the whole transfer.

2026-Q1

Security Stack

6 features

ModSecurity + OWASP CRS

Per-domain rules, anomaly scoring, attack pattern dashboards. Tunable severity per tenant. Multi-language rule labels.

2025-Q4

Fail2ban + nftables

Auto-ban brute force on SSH, FTP, panel, mail. nftables managed from UI with rule presets and country blocking.

2025-Q4

Country Blocking at Kernel Level

GeoIP-based nftables rules + Go middleware. Block entire countries with one toggle — flag icons in the rule list.

2026-Q1

5-Phase Security Audit Closed

IDOR, Zip Slip, RBAC, Docker volume escape, MySQL injection, HMAC debug leak, password change session revocation — every CVE class audited and patched.

2026-Q1

SSH IP Blocking

Failed + invalid login both banned. 24h or permanent ban. Dashboard "Block All" button for incident response.

2026-Q1

Maximum Security Hardening

High-Security Mode profile that disables risky features and strengthens defaults. Permission middleware fail-close everywhere.

2026-Q1

PHP Multi-Version

5 features

Multi-Version PHP Side-by-Side

Multiple PHP versions installed in parallel. Per-domain selection. Wrapper scripts in /usr/local/bin avoid PHP_INI_SCAN_DIR drift.

2026-Q1

Per-User PHP-FPM Pool

Every user gets a dedicated FPM pool with open_basedir + disable_functions. Runaway scripts cannot escape their tenant.

2026-Q1

PHP Resource Limits UI

memory_limit, max_execution, post_max_size, upload_max_filesize, max_input_vars — 7 fields in a clean panel form, applied per-domain.

2026-Q1

OPcache Tuning + PM Modes

OPcache parameters preset for typical workloads. Process manager mode (static/dynamic/ondemand) selectable per pool.

2026-Q1

pn-builder PHP Source Recipe

Build any PHP version from source against our extension matrix. ionCube Loader for every supported PHP version. Composer wrapper preinstalled.

2026-Q1

Database

5 features

PostgreSQL with Major Upgrade Path

Postgres for panel metadata. Major-version migration supported with one click — no manual dump/restore.

2026-Q1

MySQL with Performance Tuner

MySQL Tuner integrated into the UI: real percentile metrics, ALL_O_DIRECT detection, recommended config diff, one-click apply.

2026-Q1

Redis with Authentication ("Boost")

Per-instance auth, socket-based access, panel-managed lifecycle. User-facing label: "Boost" (no terminology leak to customers).

2026-Q1

phpMyAdmin + pgAdmin Embedded

Both consoles served behind admin SSO. No separate logins, no exposed ports.

2025-Q4

MySQL Server Info Offcanvas

Slide-out panel with version, charset, uptime, top processes, slow queries — without leaving the main page.

2026-Q1

File Manager

4 features

SSE Progress + Unlimited Upload

Server-Sent Events stream upload/download progress. No size cap. Compress and extract directly on the server with progress feedback.

2026-Q1

Code Editor with Auth Token

CodeMirror integration with syntax highlighting. Edits stream through a short-lived auth token — no path traversal, no token leak.

2026-Q1

Windows 11 Address Bar

Click-into-segment navigation, type-to-jump, recent paths. Familiar UX for sysadmins coming from legacy panels.

2026-Q1

Permission System

View/edit/delete/upload as separate features per role. RBAC-aware — resellers cannot escalate beyond their tree.

2026-Q1

Backup System

4 features

Incremental Backup with Multi-DB Discovery

rsync deltas + automatic discovery of every DB in scope. Selective or full restore. Off-site target (S3, FTP, SSH).

2026-Q1

Chain Rotation + Per-Schedule Retention

Hourly/daily/weekly chains rotate independently. Per-schedule retention — keep 24 hourly + 7 daily + 4 weekly without conflict.

2026-Q1

Cross-Server Backup & Restore

Move a tenant from one Panelica node to another — backups, configs, hashes, SSL — without re-typed credentials.

2026-Q1

Async Backup Creation

Large backups no longer time out the API call. Background job + WebSocket progress. UI stays responsive.

2026-Q1

i18n & Localization

4 features

31 Languages — 23,493 Keys

OpenAI-assisted translation pipeline. Source EN, target 30 languages. 4-layer atomic sync: code ↔ JSON ↔ DB ↔ embedded seeds.

2026-Q1

Cumulative panel-i18n Package

Translation updates ship as a separate cumulative package. Customers get new languages without a backend release.

2026-Q1

ULTRA Audit + Double-Prefix Cleanup

767 namespace-collision keys cleaned. 5-layer permission i18n sync (DB ↔ migration ↔ JSON ↔ DTO ↔ frontend). Reset-resilient.

2026-Q1

Modern Language Dropdown

Two-column grid, search-as-you-type, "not found" state. Login and Setup Wizard see all 31 from the start.

2026-Q2

Frontend & UX

7 features

Modern Frontend Stack

~560 components, Redux Toolkit, React Router, Reactstrap. Vite build. WebSocket live state for every long operation.

2025

Spotlight Command Center

Universal search and command runner — open with a keystroke. Jump to any page, run any action, search any tenant.

2026-Q1

33-Color Branding System

Every UI surface tokenized. Operators rebrand the panel with their own palette in seconds. 20+ presets shipped.

2026-Q1

Dark / Light Mode (90+ Files)

Theme switch persisted per user. 90+ component files audited for contrast, focus state, badge readability, skeleton loaders.

2026-Q1

Notification + Toast System

Unified toast.success / notificationService.confirm / SweetAlert2 — with dark-mode contrast and theme-aware colors.

2026-Q1

Chrome Tab Freeze Protection

Visibility-aware WebSocket teardown prevents the "Page Unresponsive" dialog when the tab sits in background for hours.

2026-Q1

Enterprise Login Page

Custom color-token system, 2-column language grid, mobile keyboard fix. First impression that matches the product.

2026-Q1

Git & Deploy

4 features

Full CI/CD Module

Personal Access Tokens, multi-environment deploy, pipeline & environment editors, OAuth, webhook secrets, diff viewer, rollback.

2026-Q1

GitHub / GitLab / Gitea Support

Self-hosted Gitea/GitLab over http:// also supported. PAT validated against the API, never logged.

2026-Q1

Security-Hardened Git Pipeline

Command injection prevention, timing-attack-safe comparison, symlink traversal blocking, token leak audit.

2026-Q1

In-Panel Repo Guides

Local repo guide, environment + pipeline + key + webhook walkthroughs — embedded next to the form, not in a docs site.

2026-Q1

Mobile

1 feature

Mobile App — iOS & Android

Native admin app: alerts, quick fixes, on-call console, biometric login, offline queue.

2026

Performance

3 features

High Performance Mode

Enterprise toggle that fan-outs OPcache + FPM PM + Postgres + Redis tuning. Measured improvement, not vibes.

2026-Q1

Real-Time Bandwidth + 3-Gate Quota

Per-user, per-domain, per-protocol counters in Redis. 3-gate unbreakable quota system + bandwidth bonus UI.

2026-Q1

Central API 12h In-Memory Cache

License + plan + feature data cached in-process. Central API call rate dropped 90%+ on busy nodes.

2026-Q1

Cloudflare

3 features

Auto-Detect + Adaptive Strategy

Panel detects orange-cloud and switches SSL / DNS / proxy strategy automatically. Zero manual toggles.

2026-Q2

Bulk DNS Record Management

Multi-select delete, bulk import, IPv6 support, SRV/CAA/NS records, mail DNS sync, lazy-loaded zones.

2026-Q1

Analytics + Enterprise Optimization

Cloudflare GraphQL analytics (7d/30d), pagination, cache, lazy loading. Built for accounts with 1,000+ zones.

2026-Q1

RBAC & Multi-Tenancy

4 features

4-Tier Role Hierarchy

ROOT → ADMIN → RESELLER → USER. Every list query goes through GetAllForUser() — resellers see only their tree.

2025-Q4

ADMIN 2-Level Chain

ADMINs see their direct admins + the resellers and users beneath. Cleanly bounded — no privilege spillover.

2026-Q1

95+ Granular Feature Permissions

Every page, every action, every endpoint — toggle-able per role. Migration-driven so seeds stay in sync with code.

2026-Q1

User Permission Override UI

Pin or revoke specific features for one user without changing the role. Audited on every change.

2026-Q1

Update System

4 features

pn-builder + Central Pipeline

Custom build system + Central package versions. Channels (testing/beta/stable). Atomic apply with rollback.

2026-Q1

30-Day Rollback Window

Every package keeps its prior version on disk for 30 days. One-click revert if a release misbehaves.

2026-Q1

Auto-Update Enterprise (4 services)

Backend, frontend, panel-i18n, and apache/nginx managed packages. Policy-driven schedules.

2026-Q1

Integrity Check + Health Probe

Post-update domain health check. Empty-file tolerance, conf.d cleanup, orphan pool removal.

2026-Q1

Antivirus & Malware

3 features

Malware Scanner with Custom Signatures

Recursive CMS auto-discovery. Certainty layers (high/medium/low). Live progress monitor and instant abort.

2026-Q1

ClamAV with Selective Freshclam

ClamAV disabled at boot by default (resource-friendly). Schedule freshclam updates per-tenant or panel-wide.

2026-Q1

In-App Malware Notifications

Findings surface in the notification center with severity, path, and one-click quarantine.

2026-Q1

AI & Ops

3 features

OpsAI — Embedded Operations Co-Pilot

Your server's on-call engineer, embedded in the panel. Three expert profiles (domain, security, performance), demo mode for safe exploration, per-server credential isolation, zero external runtime — runs entirely from the binary. The foundation for fully autonomous operations.

2026-Q2

OpsAI Terminal — Crash-Safe Live Console

sync.Once Done-channel protection prevents double-close panic. Survives flaky LLM disconnects.

2026-Q2

OpsAI Knowledge Base — 1,263 Endpoints

Every internal and external endpoint documented as structured training data. The knowledge layer that lets OpsAI reason about every panel action — and the foundation for fully autonomous mode.

2026-Q2

License & Trial

5 features

Central Billing & License

Customers, plans, licenses, packages, changelogs, invoices, coupons, tickets, screenshots — single admin pane.

2026-Q1

Trial Tracking + Dismissable Banner

Heartbeat carries trial fields. Dashboard banner shows days remaining, hides on dismiss, locks itself in the last 3 days.

2026-Q1

Quota Enforcement Everywhere

max_users, max_subdomains, max_migrations, restore feature — license quota enforced on every code path including External API + Migration race.

2026-Q1

Heartbeat with System Metrics

CPU cores, disk total, swap, memory pressure — every 60 seconds to Central. Detects drift and offline nodes immediately.

2026-Q1

Central Admin i18n Sync

Hardcoded strings being lifted into translation tables across the Central admin. Phase 1 baseline complete; automated diff in progress.

2026-Q2

Dashboard & Monitoring

4 features

Permission-Aware Dashboard

Cards, widgets, and quick actions appear only if the user has access. RBAC drives the layout — not just the data.

2026-Q1

Power Control + Hard Reset

Reboot, shutdown, and hard-reset endpoints with audit trail and 403 fix. Available to ROOT only.

2026-Q1

Network Traffic + Activity Timeline

Live network charts with overlap-free labels. Smart activity timeline showing isolation events, deploys, and quotas.

2026-Q1

Top Processes REST Endpoint

Per-tenant process list available over the panel API for external monitors. CPU, RAM, age, command.

2026-Q1

CLI & DevOps

3 features

panelica CLI (Cobra)

Every panel operation reachable from the shell — server, user, domain, db, plan, ssl, dns, php. CI/CD friendly.

2026-Q1

Migration CLI Tool

Discovery, configure, and run migrations from any node. PostgreSQL DSN + production schema alignment.

2026-Q1

CLI Login --url + DB Token

No-auth CLI bootstrap from a freshly installed node. Direct DB token — secure, scriptable, idempotent.

2026-Q1

OS Compatibility

2 features

Modern Linux Distribution Support

Ubuntu and Debian LTS releases supported. Glibc compatibility floor enforced in the build pipeline. IPv6-aware Postfix profile.

2026-Q1

Reproducible Build Pipeline

Multi-distribution build container. 5-OS smoke test before publish. Module diff against prior stable. Verified content-addressed tarball.

2026-Q2
What's next

Building now · planned next

The path from "isolated control" to "fully autonomous" runs through self-healing, predictive scaling, and conversational ops. Here is the runway.

In progress

5
Database
PostgreSQL Adaptive RAM Tuning

Three-phase plan: safe defaults → workload-aware → RAM-adaptive auto-tuner. UI shows recommended vs applied configuration.

2026-Q2
Reliability
Watchdog Daemon — Self-Heal

Independent process supervising the backend. If the panel crashes, watchdog restarts it, replays missed jobs, rotates corrupt sockets.

2026-Q3
AI & Ops
Browser Companion Extension

Chrome side panel for sysadmins — quick login, multi-server switch, alert badges, command center anywhere.

2026-Q3
Email Stack
Mail Pre-Flight UX

Operator sees DKIM, SPF, DMARC, PTR, blacklist status before going live. Migration from legacy mail accounts becomes one click.

2026-Q2
Frontend & UX
In-Panel User Research Loop

Feedback popup with 10-day cooldown, plan-independent. Findings flow into the roadmap board automatically.

2026-Q2

Planned

13
AI & Ops
AI Auto-Heal — Operator Co-Pilot

Anomaly detection on logs + metrics. When a service degrades, panel suggests (or executes, if approved) the fix. Eventually: zero pages, all autonomous.

2026 H2
AI & Ops
Predictive Resource Scaling

Time-series model trained on per-tenant usage. Scale CPU / RAM / disk before the spike — not after.

2026 H2
AI & Ops
Conversational Operations

Chat or voice: "Move site X to PHP 8.4 and turn on auto-backup nightly." LLM translates intent into safe panel actions with preview.

2027 Q1
AI & Ops
Zero-Config Domain

Add a domain. Panel infers PHP version, DB engine, mail need, SSL strategy, CDN, backup cadence — and explains every choice.

2026 H2
Scale
Multi-Region Replication

Active/standby panel + per-tenant DB and file replication. Failover under 60 seconds. Read replicas for cross-region latency.

2027 Q2
Backup System
Smart Backup Deduplication

Block-level dedup across tenants (privacy-safe, encrypted-per-tenant). Storage cost drops 70%+ on shared hosting fleets.

2026 H2
Marketplace
Plugin Marketplace

Third-party panel extensions, sandboxed, signed, with revenue share. Operators can publish or install.

2027
Enterprise
SSO — SAML / OIDC / LDAP

Enterprise identity providers wired to admin and customer logins. SCIM provisioning for large fleets.

2027 Q1
API
Public API v2 — GraphQL

GraphQL schema + webhooks + event stream. SDKs for Go, Python, JS, PHP. Same surface as panel — no privileged backdoors.

2026 H2
Scale
Datacenter-as-a-Service Mode

Operate hundreds of nodes from one Central. Capacity planning, fleet-wide rollouts, regional pricing.

2027
Migration Pipeline
Third-Party Billing Platform Import

Bring entire billing stack across — clients, products, invoices, suspensions — and switch billing to PNLCS without losing history.

2027 Q1
Performance
Built-in CDN Orchestration

Cloudflare, BunnyCDN, Fastly, KeyCDN — choose per domain, panel manages purges, signed URLs, image optimization.

2026 H2
Enterprise
Compliance Pack — SOC 2 / HIPAA / ISO 27001

Audit logs, retention policies, access reviews, evidence export. Hosting providers pass enterprise procurement faster.

2027
Timeline

From whiteboard to autonomous

Architecture started in 2024 — long before a single git commit landed. By 2026, the panel was running real customers and shipping a release every week.

2024
Architecture & blueprint phase
Isolated Control Architecture (ICA) blueprint
5-layer isolation model (cgroups + namespace + chroot + fpm + perms)
Multi-tenant RBAC matrix (root → admin → reseller → user)
Triple API design (internal / external / CLI)
Per-user PHP-FPM pool strategy
Migration pipeline contract (legacy panel adapters)
2025
Core implementation: backend, frontend, isolation
Go backend (~215K lines, 109 handlers)
React + TypeScript frontend (~560 components)
20+ isolated services under /opt/panelica
PostgreSQL + MySQL + Redis
Domain provisioning pipeline (9 steps)
Email stack (Postfix + Dovecot + DKIM)
WordPress toolkit + Docker manager
i18n engine — 31 languages, 23K+ keys
2026 Q1
Public release + first customers
Git history opens — 245 commits in February alone
Central license & billing
Update pipeline (testing → beta → stable)
Migration adapters for legacy panels
78+ Docker templates (KasmWeb apps)
Cloudflare integration (DNS, SSL, Origin Cert)
2026 Q2
Stabilization, packaging, customer feedback
ionCube Loader for every PHP version
Auto-Issue SSL one-click panel
PostgreSQL adaptive RAM tuning
panel-i18n cumulative package
PNLCS hosting billing platform
Reproducible build pipeline (5-OS smoke)
2026 H2 — H1 2027
Autonomy phase begins
Watchdog daemon (self-heal services)
Predictive resource scaler (ML)
AI ops co-pilot (chat-driven panel)
Public API v2 (GraphQL + webhooks)
Plugin marketplace
Mobile app (iOS / Android)

Want to influence what ships next?

The roadmap is a conversation. The forum is where requests turn into priorities — and the changelog is where you'll see them land.

See the Demo