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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.