Comparison · AI agent platform
Tandem vs Polsia
Autonomous AI that runs your whole company while you sleep — a roster of specialized agents plans, codes, deploys, markets, and handles ops 24/7, provisioning its own GitHub, servers, DB, email, and Stripe.
Autonomous AI that runs your whole company while you sleep — a roster of specialized agents plans, codes, deploys, markets, and handles ops 24/7, provisioning its own GitHub, servers, DB, email, and Stripe.
wins 100 · ties 25 · trails 3
Polsia’s promise is momentum without you pushing every task.
Tandem Autopilot is that idea, labeled Beta. Work can continue. You stay informed. Money, deletes, and public posts still stop for a person. We will not pretend unattended company-running is finished.
Feature-by-feature
| Dimension | Tandem | Polsia |
|---|---|---|
| Kanban board | ✓ Yes | No |
| Task pipeline (inbox → done) | ✓ Yes | Partial |
| Multi-project | Yes | Yes |
| Drag-drop reorder | ✓ Yes | No |
| Task dependencies (blocks/blocked_by) | ✓ Yes | No |
| Token budgets per task | ✓ Yes | Partial |
| Per-agent daily/monthly budget caps | ✓ Yes | No |
| Retry counter + auto-escalation | ✓ Yes | Partial |
| Audit log per task | ✓ Yes | Partial |
| Goal tracking + streaks | ✓ Yes | Partial |
| Roadmap page | ✓ Yes | No |
| Integrated web terminal | ✓ Yes | No |
| tmux session persistence | ✓ Yes | No |
| Multi-pane grids (2–16 panes) | ✓ Yes | No |
| GPU-accelerated (WebGL) | ✓ Yes | No |
| Native shell (node-pty) | ✓ Yes | No |
| OSC 133 command blocks | No | No |
| Warp-style collapsible blocks | No | No |
| Drag-drop pane reorg | ✓ Yes | No |
| Theme library (20+) | ✓ Yes | No |
| Named agent roster | Yes | Yes |
| Multi-agent swarm / parallel | Yes | Yes |
| Deterministic YAML workflows (DAG) | ✓ Yes | No |
| Blackboard / inter-agent mailbox | ✓ Yes | Partial |
| Agent claim / atomic lock | ✓ Yes | Partial |
| Per-agent ACL / permission matrix | ✓ Yes | Partial |
| Worktree / sandbox isolation | ✓ Yes | Partial |
| Per-agent chat UI | ✓ Yes | No |
| Pause / resume controls | ✓ Yes | Partial |
| Agent heartbeat monitoring | ✓ Yes | Partial |
| 100+ LLM providers (BYOK) | ✓ Yes | No |
| Voice-to-code / voice input | ✓ Yes | No |
| MCP server (expose tools) | ✓ Yes | No |
| MCP client (consume others' tools) | ✓ Yes | No |
| Template agent teams | Yes | Yes |
| In-house LLM benchmarking | ✓ Yes | No |
| Cost-aware multi-model routing | ✓ Yes | Partial |
| Worktree isolation per agent | ✓ Yes | No |
| Multi-harness CLI wrapping (Codex/Cursor/Pi) | ✓ Yes | No |
| Live session share + co-drive (execute-on-host) | ✓ Partial | No |
| Localhost-only default | ✓ Yes | No |
| Docker container isolation per agent | ✓ Partial | No |
| Vault credential proxy | ✓ Yes | No |
| Three-zone trust model | ✓ Yes | No |
| Non-root + no-new-privileges | ✓ Yes | No |
| Per-agent RAM / CPU limits | ✓ Yes | No |
| Approval inbox (HITL) | ✓ Yes | Partial |
| Deterministic audit trail | ✓ Yes | Partial |
| SOC-2 / HIPAA / enterprise compliance | ✓ Partial | No |
| Hardened sandbox code execution | ✓ Yes | Partial |
| Agent kill switch + audit-log monitor | ✓ Yes | Partial |
| Supply-chain package install protection | ✓ Yes | No |
| On-screen secret redaction (streamer mode) | No | No |
| Cloud disposable sandboxes (Modal/e2b per session) | No | Yes |
| Declarative policy engine (CEL + ask-approval + 3-tier) | ✓ Partial | No |
| Real-browser CDP automation | ✓ Yes | No |
| Stealth browser (Camoufox) | ✓ Partial | No |
| Uses real logged-in Chrome | ✓ Yes | No |
| Multi-daemon parallel browsers | ✓ Yes | No |
| Skill files per site | ✓ Yes | No |
| Screen capture / annotation | ✓ Yes | No |
| OS-level desktop GUI automation | ✓ Partial | No |
| Obsidian vault integration | ✓ Yes | No |
| Wiki / knowledge base | ✓ Yes | No |
| Raw → wiki ingestion pipeline | ✓ Yes | No |
| Daily notes | ✓ Yes | Partial |
| Weekly review workflow | ✓ Yes | No |
| Markdown-as-source-of-truth | ✓ Yes | No |
| Agent memory (vector search) | Yes | Yes |
| Auto context management | Yes | Yes |
| Codebase knowledge graph | ✓ Yes | Partial |
| Trending project discovery | ✓ Yes | No |
| Vault knowledge graph (force-directed) | ✓ Yes | No |
| Deep research → rendered report | Partial | Partial |
| Pre-LLM context/token compression | ✓ Yes | No |
| Slack | ✓ Yes | No |
| Discord | ✓ Yes | No |
| Telegram / WhatsApp | ✓ Yes | No |
| Webhooks | ✓ Yes | No |
| Scheduled jobs (cron) | Yes | Yes |
| CRM | ✓ Yes | Partial |
| GitHub | Yes | Yes |
| Local LLM | ✓ Yes | No |
| Plugin SDK with RPC | ✓ Yes | No |
| Bundled password manager (vaultwarden) | ✓ Yes | No |
| Social-media multi-platform posting | ✓ Yes | Partial |
| Calendar / scheduling / booking (cal.com) | ✓ Yes | No |
| OAuth integration hub (100+ apps) | ✓ Partial | No |
| Live fleet dashboard | Yes | Yes |
| Per-agent cost tracking (real-time) | ✓ Yes | Partial |
| Agent heartbeat / health | ✓ Yes | Partial |
| Per-agent chat UI | ✓ Yes | No |
| Pause / resume UI | ✓ Yes | Partial |
| Pipeline status | ✓ Yes | Partial |
| Session persistence across hard refresh | Yes | Yes |
| Auto session-file repair | No | No |
| Self-hosted | Yes | Yes |
| Managed SaaS | Partial | Yes |
| Air-gapped / on-prem | ✓ Yes | No |
| Docker-based install | Partial | Yes |
| Three-command install | ✓ Yes | Partial |
| Cross-host mesh deployment | ✓ Yes | No |
| Mobile / installable PWA | ✓ Partial | No |
| Native desktop app (OS notifications) | ✓ Partial | No |
| App scaffolding (describe to APK) | ✓ Yes | Partial |
| Short-form video creation (UGC) | Yes | Yes |
| Pre-enriched lead datastore | ✓ Yes | Partial |
| Personal health dashboard | ✓ Yes | No |
| Hardware-aware model serving (Cookbook) | ✓ Partial | No |
| Blind multi-model compare | No | No |
| Email client + AI triage | ✓ Yes | Partial |
| Calendar + CalDAV sync | ✓ Partial | No |
| Documents editor + AI assist | ✓ Partial | No |
| Text-to-video (T2V) | ✓ Yes | Partial |
| Image-to-video (I2V) | ✓ Partial | No |
| Text-to-image | ✓ Yes | No |
| Local / self-hosted generation | ✓ Yes | No |
| Cloud model access (BYOK / managed) | ✓ Yes | Partial |
| Node-graph workflow engine | No | No |
| Cinematic camera / motion control | No | No |
| Multi-shot storyboard / director | ✓ Partial | No |
| Character / style consistency | No | No |
| Lip-sync / talking-head | No | No |
| Upscaling / frame interpolation | No | No |
| Audio / music / TTS generation | Partial | Partial |
| Faceless reels / shorts automation | ✓ Yes | No |
| Agent-driven autonomous generation | Yes | Yes |
| Multi-clip stitching / assembly | ✓ Yes | No |
| Entry price | ✓ Pro $50/seat/mo · free to self-host Replaces your editor + PM + notes + agents + dashboards — one $50 bill, not 6 subscriptions | $49/mo base + 20% of revenue/ad-spend it generates (managed SaaS) |
| Still need to buy separately | ✓ Nothing — editor, PM, notes, agents, and dashboards are all one app. | Whatever this category doesn't fold in — editor, PM, notes, or dashboards. |
Scored from the public Tandem competitor matrix. See the full 100-tool matrix →
Other comparisons
Switching is one folder-select
Bring your whole brain over from Polsia.
Point Tandem's importer at one folder. It maps Polsia's rules,
notes, daily logs, tasks and skills straight into your vault —
raw/ wiki/ memory/ tasks/ Daily Notes/ — then shows you a
keep / merge / replace / dedupe diff before anything lands.