The Shepherd Field

Shepherding is a voice-first working relationship: find the right context, think aloud, and ask for bounded action while the person stays in charge.

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The point is not watching everything. It is watching the right things.

Shepherding, not surveillance.
October watch · 7 October 2026 · provisional snapshot

Tony's take: Grok Bot leads · personal view

Field view
October 2026
Context continuity Governed follow-through one task / thread connected work Bounded operatorsActs within clear limits Shepherd fieldResponsibility, with you in charge Tool yardUseful one task at a time Guide pathFinds context and suggests

14 established candidates · 7 October 2026 · provisional snapshot

Follow-through Answers Guides Acts with approval Shows the receipt

Read the Grok Bot note ↓
How to read this field

Axes Across means a more continuing working relationship. Up normally reflects our reading of bounded authority, approvals, receipts and recovery. Grok Bot is the explicit exception: its higher October position records Tony's personal preference, not new evidence of better controls.

Zones Tool yard: one directed task. Guide path: contextual advice. Bounded operators: action inside clear limits. Shepherd field: voice and continuing responsibility, with you in charge. These are candidate roles, not safety certificates.

Governed, not just autonomous Name the work. Bound access. Ask at human gates. Show the receipt. Stop and recover. Current October placements are documentation-led, not trial-qualified. What we mean by governed ↓

Markers Strong border = stronger source chain; dashed = early research. Solid / half / open dot = documented two-way / limited / unverified voice. Red outline = Tony's dated personal pick and, for Grok Bot, personal field position. It is not a safety score. Evidence: what is documented · Inference: our reading · Tony's view: a dated personal call. Tony's current take ↓

History July–September retain their published observations. October includes the Dots/Codex role recalibration, Muse on 5 October and Tony's Grok Bot take on 7 October. Other placements and source-check dates are held. Animation connects snapshots, not measured progress. ✦ means first month in this watch, not launch date or quality award.

What changed this month

Evidence ledger · October watch · updated 7 October

  1. Grok BotTony's leading Shepherd; personal placement, not new controls evidence.take
  2. Meta MuseCoordinator candidate; Sentinel scopes, voice unverified.source
  3. Grok BotVoice, persistent Bots and mobile; Tony's personal pick.source
  4. OpenAI DotsContinuing coordinator; recalibrated right, not up.source
  5. ClaudeUnified conversation rollout; voice on more surfaces.source
  6. CursorPersistent Projects beta earns a continuity move.source
  7. NotionShared skills and approval-gated connected tools.source
  8. gooseLive desktop voice and recipe-extension consent.source
  9. CodexGoal-led worker; recalibration, not regression.source
  10. CopilotAutopilot private preview; no broad-access promotion.source
  11. GeminiSkills update; action and rollout caveats remain.source
  12. RovoWorkplace review improves; personal voice gate open.source
  13. Held watchOther tools scanned; earlier assessments retained.notes

Axes Across: a continuing working relationship. Up: our reading of governed follow-through. Grok Bot's higher October position is Tony's personal preference, not stronger controls evidence.

Zones Tool yard: one task. Guide path: contextual advice. Bounded operators: action within limits. Shepherd field: voice and responsibility, with you in charge. Governance method ↓

Signals Strong border = stronger source chain; dashed = early. Solid / half / open dot = two-way / limited / unverified voice. Sourced evidence · Editorial inference · Tony's stated view. Full method ↓

The philosophy

What does it mean to shepherd agentic sheep?

The point is not watching everything. It is watching the right things.

A shepherd protects human attention. They decide which decisions carry consequence, give agents a bounded field in which to work, and make the important moments visible. Agents may plan and act; people remain responsible for the judgement.

  1. Name what matters.Set the outcome, the owner and the point at which a person must step in.
  2. Bound the work.Give only the context and authority needed, with approvals, stop-lines and a route back.
  3. Read the signal.Review exceptions, evidence and receipts. Let routine work stay quiet.
Read Tony Wood's founding essay →

The Shepherd Standard.

A Shepherd helps a person think aloud, recover the right context and delegate bounded work. Authority is earned progressively; capability alone is not enough.

  1. 01
    Serves someone named.
    A person or team can say what the work is for and who owns the outcome.
  2. 02
    Works inside clear boundaries.
    Permissions, responsibility, least privilege and escalation routes are visible.
  3. 03
    Maintains useful context.
    The system knows enough to act well without claiming more access than it has.
  4. 04
    Leaves evidence and receipts.
    Intent, approval, execution and outcome can be inspected afterwards.
  5. 05
    Honours human gates.
    Approval, interruption, stop lines and recovery paths remain real.
  6. 06
    Follows through responsibly.
    People move from directing each step to shepherding the work, while remaining accountable.

Field Notes

Each chart is a dated snapshot. Field Notes are the living record: what changed and why, new entrants, evidence checked, and what we are watching next.

Read the October watch ↓
October watch · opened 1 October · Tony's take updated 7 October 2026

Tony's take: Grok Bot leads.

My leading Shepherd is Grok Bot. I put it ahead of OpenAI Codex and Dots; Dots is not convincing me in the same way. That is my current take, recorded on 7 October, not a universal verdict.

The higher Grok Bot marker records this personal preference. It does not claim new evidence of better controls or operational safety. The 1 October source reading and trial caveats remain, and Dots' source-led position is unchanged.

5 October: Muse joins the watch.

Tony's Muse article asks a practical question: could it help prepare a meeting, bring back the important exception and draft the follow-up? These are proposed uses, not workflows he has tested.

  • Sourced evidence · Meta MuseMeta's design account documents ongoing goals, side chats, editable memory and activity. This is the Muse personal-agent product, not a ranking of the Spark model or Muse Code.
  • Bounded actionSentinel checks scoped permissions, including grants that last beyond a single action. Side chats and subagents share the user's computer. An activity view does not establish complete receipts or recovery in our own work.
  • Editorial inference · provisional placementMuse enters the connected-context side, just below the Shepherd zone. Useful two-way Muse voice is unverified in the sources checked. WhatsApp messaging, Meta AI voice and Voice Transcribe are not interchangeable evidence. The open voice dot and first-watch star make those limits visible.
  • Availability and costMeta's September business announcement names the US and Canada. The official download listing describes Mac and mobile clients; this is not a UK account-entitlement receipt. Subscription help lists a free allowance, Power at $20/month and Maximum at $100/month, with eligibility limits. No GBP price or local-only processing claim is made.
  • Tony's stated view · unchanged pickHis article proposes a small, read-only meeting brief before expanding responsibility. It explicitly says he has not run those workflows. Grok Bot remains his personal October pick; adding Muse does not invent a new verdict.
  • Watch nextCheck two-way voice in the same ongoing relationship, grant revocation, stopping background/delegated work, source-linked receipts and recovery on one comparable bounded task. Privacy and account suitability matter before company information is connected. No trial was run for this addition.

A new personal pick. A clearer idea of governed.

The useful change is not another clever model. It is a closer connection between thinking aloud, finding the right work and asking for bounded action. October opens with a new personal favourite, and a field that is still learning.

What do we mean by governed?

A governed agent pursues named work within named authority, keeping human decisions, evidence and recovery intact. More autonomy is not automatically better governance.

  • Name the work. An owner, outcome, scope and finish line.
  • Bound access. Least privilege and enforced limits, not only instructions a model tries to follow.
  • Ask at human gates. Approval for consequential actions and the right audience.
  • Show the receipt. Inspect intent, permission, execution and result. A transcript or “done” is not complete proof.
  • Stop and recover. Know what happens to the main task, delegated work and schedules, and what cannot be undone.

Role is separate from proof. A goal-led worker pursues a defined outcome; a continuing coordinator carries several responsibilities. Both can be useful. Voice and continuity make a Shepherd relationship; they do not replace the controls.

Three evidence states: controls documented → bounded trial checked → sustained conduct observed. Our new October comparison is at the first stage. Strong source confidence is not a measured safety score, and no candidate is certified a steward.

Evidence: what is documented · Inference: our reading · Tony's view: his dated personal call. A missed approval or ineffective stop cannot be averaged away by good voice or memory.

  1. Tony's stated view · OctoberGrok Bot is Tony's winner this month. This is his dated personal call, not an objective award. Codex's earlier place in his working life remains in the archive.
  2. Sourced evidence · Grok BotThe documented offering combines live voice, persistent named Bots, a cloud computer and desktop/mobile access. Access expanded in August; October is its first observation here, not its launch date.
  3. The boundary mattersEnterprise action recording is optional and off by default, and model-based review does not gate every side effect. Enterprise network policies are not universal self-serve controls. An activity transcript is not automatically a complete audit receipt.
  4. Sourced evidence · OpenAI DotsDots adds a continuing cloud agent alongside Codex, with voice calls, relevant cross-channel memory and delegated Work/Codex tasks. Our first placement is provisional; Tony has not made a personal call on it.
  5. Dots: access and stop linesRollout depends on plan and region: personal Pro access currently excludes the UK, EEA and Switzerland; Business Premium and Enterprise roll out worldwide, with Enterprise admin enablement. Mobile needs the supporting app update. Pause stops the main task, not delegated tasks or schedules; custom rules can make mistakes and stopping cannot undo completed actions. Activity is inspectable, but complete receipts and recovery remain untested here.
  6. Editorial inference · assessment recalibrationDots moves further right for its continuing responsibilities and coordination. Codex moves left within connected work as a goal-led worker with thread-scoped continuity; it is not merely a one-shot coder. Neither moves upward in this recalibration. Codex retains its execution-boundary credit. This clarifies our reading, not a product regression; July–September stay unchanged.
  7. Editorial inference · cautious movementClaude's unified conversation rollout moves it a little right and up; two-way voice is now documented across devices. Cursor Projects earns a continuity move. Notion's shared skills and confirmation gates earn a small contextual/action move. None is a measured score.
  8. Open-source watch · voice is changinggoose adds live desktop voice and recipe consent; it moves modestly up while staying early-confidence. Rowboat Spaces brings shared teamwork with personal context kept on each user's machine; its position is held. No new runtime was installed or qualified.
  9. What stays unproven?Microsoft's Autopilot is private preview, not universal access. Codex cloud work and steering do not imply one merged history. Perplexity Computer changes are not automatically credited to Comet. Other placements hold with their earlier evidence dates visible.
  10. Cost and availabilityCheck the plan, device, region and beta status before choosing. Grok Bot access depends on an eligible subscription. Compare the cost of a completed, reviewed task, including supervision and recovery; this pass is not a price benchmark.
  11. What we watch nextRun the same low-risk test: speak a goal, recover the correct thread, accept a correction, prepare an action, stop for approval, show the result and recover after interruption. Any missed approval, lost context or weak receipt can change the next placement. The star means first observation, never quality.

The opening review was checked on 1 October 2026; Muse was added after a separate source check on 5 October. Tony's Grok Bot and Dots views were updated on 7 October without a new vendor-capability review. Other source dates and placements are held. Evidence, interpretation and Tony's personal call stay separate; no tool is hands-on qualified by this update.

September watch · field note · 8 September 2026

Astra arrives. The field opens up.

September brings a stronger OpenAI model and a wider choice of assistants we can run and shape ourselves. The useful question stays the same: can I think aloud, recover the right work, and delegate without losing sight of the decisions that matter?

  1. Sourced evidence · OpenAIGPT-6 Astra adds an experimental way for Codex to keep notes and retrieve earlier context windows. Rollout and opt-in limits matter. Astra is assessed within OpenAI Codex, not as a second competing assistant.
  2. Sourced evidence · Claude and CursorClaude's 25 August memory update connects chat and cloud Cowork. Cursor adds goals, steering and human takeover of computer work. These are practical continuity and supervision signals.
  3. New observations · open-source watchOpenClaw, OpenHands, Open Interpreter and Letta enter provisionally. They vary in completeness, voice, licence scope and operational burden. None was installed or hands-on qualified for this review.
  4. Wider contender check · 8 SeptemberRowboat adds a voice-dispatch candidate; goose adds a desktop operator. Both are new to this watch, not new product launches. goose voice is dictation, not a verified spoken relationship. Mobile, recovery and full approval coverage remain open checks, not endorsements.
  5. The control details matterInterpreter's voice is dictation. Letta's interactive CLI defaults to unrestricted permissions. OpenClaw's gateway needs deliberate trust boundaries. Owning the software also means owning its operation.
  6. Editorial inference · proposed movementClaude moves modestly right for shared context. Codex and Cursor hold their positions while the new capabilities are tested. The six entrants have cautious first placements; dashed borders mean early research, not measured inferiority.
  7. Tony's stated view · still dated AugustCodex remains Tony's last approved leading-Shepherd call for his working pattern. September's evidence invites a new judgement; it does not manufacture one. The remaining established tools retain dated August observations.
  8. Cost and ownershipCompare cost per completed, reviewed task: subscriptions or tokens, hardware, hosting, setup, supervision and recovery. Open source does not mean cost-free, offline or private by default. Model providers and connected services have their own terms.
  9. What would change our minds?A repeatable voice-to-work test: recover the right conversation, accept a correction, prepare a bounded action, stop at approval, show a receipt, and recover after interruption. Run the same scenario across tools before promoting a marker.

Under the bonnet: open-weight models

These can power an assistant. They do not supply its memory, permissions or human relationship by themselves.

  • Kimi K3Open weights under a model-specific licence; a large multimodal foundation.
  • Nemotron 3.5 Lightning11 August release aimed at efficient specialist agent tasks.
  • Inkling-Small30 July release, newly added to this watch; open weights with audio and image reasoning.

A naming note: Google Project Astra is a separate research prototype with limited tester access. Its demonstrations are not credited to OpenAI or treated as generally available Gemini capability.

Evidence checked and publication approved 8 September 2026. Placements remain provisional editorial assessments. Future updates require Tony's separate approval; research runs cannot publish them automatically.

August watch · field note · 9 August 2026

August: continuity starts to move

This note records product changes and material evidence corrections against the July baseline. Movement is a dated editorial inference, not a benchmark or permanent ranking.

  1. Sourced evidenceOpenAI adds Project context to ChatGPT Voice; Codex remains a separate history and working surface.
  2. Sourced evidenceClaude Cowork evidence now includes remote web/mobile sessions and saved files; wider Claude adds categorized memory and consented Microsoft 365 writes.
  3. Sourced evidenceCursor adds iPad review and Google Workspace actions; Rovo adds long-horizon context and visible execution traces.
  4. Sourced evidenceGlean documents real-time voice and stronger agent identity; Perplexity Comet joins with voice-led browser action.
  5. Editorial inferenceClaude, Cursor, Rovo and Glean move modestly. Perplexity enters provisionally; its action history is not yet a durable Shepherd receipt.
  6. Tony's stated viewThe July call that OpenAI Codex leads for Tony's working pattern carries into this August watch.
  7. Held this monthMicrosoft 365 Copilot, Gemini, Notion, Motion and Agentforce stay in place; no new evidence crossed a Shepherd criterion strongly enough to move them.
  8. Watching nextDirect voice-to-action continuity, durable receipts across devices, and context that remains useful without quietly widening authority.
First watch · baseline entry · 24 July 2026

First watch: the baseline

This starting note records the first provisional observations. It is a dated editorial baseline, not a claim of complete market coverage or a permanent ranking.

  1. Current fieldTen major candidates, each linked to first-party evidence and a provisional confidence signal.
  2. OpenAI relationshipCodex is plotted once; ChatGPT Work is a related sibling experience with separate history and broader general work.
  3. New entrantAtlassian Rovo joins as a connected-work operator with permissioned actions and limited voice evidence.
  4. Evidence checkedVoice, continuity, desktop and mobile access, context, approvals, audit and receipts.
  5. Still uncertainDirect voice-to-action continuity, plan availability, durable cross-thread memory and real operating safeguards vary.
  6. Watching nextWhether voice, context and bounded follow-through become one coherent, inspectable relationship.

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