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// how it works

The ops loop, end to end.

The same loop runs whether it’s publishing a blog post or sweeping your leads. Four steps, repeating on cron, with verification at the end.

ops-loop.bailian↻ repeats on cron
01

Board

Recurring work becomes cards.

Reports, blog cadences, lead sweeps, SEO audits.

↓
02

Agents

AI workers pick up cards.

Writer, editor, verifier, distributor, analyst.

↓
03

Cadence

Cron dispatches on schedule.

Daily, weekly, hourly — unattended, around the clock.

↓
04

Guardrails

Verified before it ships.

Auto-retry on failure, human escalation if ambiguous.

↻ repeats on next cron tick

// in practice

See the real thing.

Untouched screenshots from the live infrastructure that runs this site — the actual kanban board, a real Telegram escalation, and a content job in flight.

The Tacavar kanban board: 1,481 tasks across Triage, Todo, Ready, In Progress, Blocked, and Done columns, with AI agent profiles (analyst, opportunity-sniffer, case-study-writer) as assignees.
↑ The actual board — default workspace, ~1,400 tasks, specialist agent profiles as assignees.
Telegram escalation from the Tacavar agent system: a 'Tacavar Research — Action Required' message flagging high-priority items that need a human, including stale overlaps and too-few-items warnings, plus top-scored signals.
↑ Human escalation — ambiguous work goes to Telegram, never published blindly.
Profile lanes on the Tacavar kanban board: the analyst lane in progress, drafts blocked awaiting human review, and 1,341 completed tasks in Done.
↑ Specialist agent lanes — each profile owns its slice of the work.

Example automation menus

Starter points, not a fixed list. Anything recurring in your ops can become a card.

Practice

  • ▸Recall & re-care reminders
  • ▸Review requests after visits
  • ▸Weekly KPI report
  • ▸Insurance-doc triage

Agency

  • ▸Client reports on cadence
  • ▸Content production & publishing
  • ▸Rank monitoring
  • ▸Prospecting lists

E-commerce / Local

  • ▸Inventory & price monitoring
  • ▸Review responses
  • ▸Social posting
  • ▸Weekly P&L digest

// guardrails

Output is verified before it ships.

Verification agents

A separate verifier profile checks each output against your rules before publish.

Auto-retry

Crashed or timed-out jobs are automatically retried. Transient failures self-heal.

Human escalation

Anything ambiguous goes to a human via Telegram or Slack — never published blindly.

Map your recurring work.

Book an ops audit. $500, credited to your first month.