blog: dogfood field report on outreach agent governance#592
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A real internal workflow report on putting Cycles in front of an autonomous outreach runner: research → triage → Gmail drafts → Slack review → Attio sync → reply detection. Documents the budget vs. action authority split, the $0 toolset budget = DENY pattern, real receipts (RELEASED, COMMITTED, 409 BUDGET_EXCEEDED), what broke (microcent underfunding, budget-mutation 500s, Slack webhook misconfig, Gmail OAuth setup), and the systemd timer layout running the loop without a laptop. Companion piece to the scalerX integration post. Inline cross-links to runtime authority, action-control, audit-trail byproducts, real-time budget alerts, policy drift, reserve-commit protocol, and agents-cross-cutting.
…ction-kind Round 1 reviewer fixes: - Intro restructured: DENY payoff (`409 BUDGET_EXCEEDED` on external send, draft kept for review, side effect blocked) now appears in the lede instead of the receipts section. - Action-kind clarification: `send-email`/`send-email-approved` are toolset names; the canonical action kind in the v0.1.26 registry is `message.email.send`. Avoids spec confusion. - "What broke" #2 reframed from "budget mutation broken" to "admin-plane mutation hardening" — runtime path (reserve, commit, release, deny) worked; mutation paths are the hardening item. - "What happened in the first live runs" compressed: cut 18-artifact table and standalone triage table; queue counts moved to prose. - Keywords block tightened to reviewer's focused set. Skipped: title alts (current 51 chars vs 67-char alternative), date shift (explicit author choice), description rewrite (reviewer's version was over the 150-160 char SEO limit).
…rding - Add a clarifying sentence near the `$0.0000` allocation paragraph: the dollar amount is acting as an action allowance, not a provider cost. Removes the "wait, email costs $0?" confusion. - "VM with systemd" → "VM under systemd" (more precise relationship). - "while being denied" → "while still being denied" (smoother). - "That is the useful split." → "That split is the point." Skipped: optional audit-table-to-prose cut (reviewer marked optional; the table is concrete and reinforces the operator-contract claim).
amavashev
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Summary
409 BUDGET_EXCEEDED), what broke during rollout, and the systemd timer layout running the loop without a laptop.Review process completed
runtime-authority,budgets,action-control,operations,case-study,agents)409 BUDGET_EXCEEDED, reserve→commit→release, $0-toolset=DENY, USD_MICROCENTS all confirmed against corpusTest plan
npm run dev) — H1, frontmatter, tables, inline links renderNote for author
One ledger-arithmetic question worth eyeballing before publish: line ~145 shows total allocated
\$61.6000and remaining\$50.7843, withresearch-liveremaining\$48.6845. The implied historical-toolset remaining is ~$2.10 but theresearch+research-rerunbreakdown only sums to ~$0.50 — possibly other older toolsets not shown, or different snapshots. Numbers are real-data so left untouched; flag if you want a one-line clarification.