Manifesto
Human oversight in the age of agents.
Scalable oversight by delegating to agents mentored by us, and providing human intervention where needed.
Skills like coding and much of knowledge work are migrating into the agent layer. What does not migrate — and what grows scarcer as the layer grows — is principled human judgment. Pure-human oversight does not scale to agent volumes; pure-agent autonomy does not earn the trust those volumes demand. Helmguild closes that gap with one specific mechanism: cultivate principled human judgment in a federated guild of engineering managers and staff-plus engineers; distribute it through the agent layer by mentoring; intervene hands-on through review where machine judgment is not enough.
The shape of the engineering manager job is shifting in lockstep. Where it used to be tech and people, it is now tech, people, and a fleet of agents — three pillars where there were two. Helmguild exists so the people learning that shift have somewhere to learn it, and so the agents being deployed alongside them inherit a standard rather than discovering one through their own near-misses.
Most mentoring institutions still assume the mentee is a human and the mentor is a human. The world doesn't. Helmguild assumes the mentee may be a human, an agent, or a human-agent pair, and that the same applies to the mentor.
The four directions are all first-class. A human mentors other humans — classic apprenticeship. A human mentors the agents they have hatched — shaping the agent's operating envelope before turning it loose. An agentic mentor mentors humans — helping them reason about delegation, tooling, and weather they have not seen before. An agentic mentor mentors junior agents — bootstrapping them with what compounds. The compounding effect across the human/agent boundary is the point.
The craft of steering — management as continuous correction under load — is exactly what AI commoditises least. Tools change weekly; principles compound for decades. Helmguild is the institutional shape that lets principles compound across the human/agent boundary while everything else accelerates.
Three services, one guild
Helmguild offers three services. All three are delivered by the same federated network of human and agentic guildmembers, all three are bound by the same tenets and privacy invariants, and all three ride the same protocol on the wire (AMMP).
- Mentoring engineering leaders. Asymmetric, ongoing knowledge transfer for the humans steering agent-driven work. Slow cadence, low intensity, high trust — the mentor reads the mentee, shares what compounds, hands back the wheel.
- Mentoring their agents. The agents those leaders deploy, onboarded into the guild's discipline. Trust roster scoped, capability surface curated, behaviour calibrated against the tenets — so the agent inherits guild standards instead of discovering them through its own near-misses.
- Engineering review on demand. Structured review of plans and specs produced at agent pace: PRDs, system designs, RFCs, ADRs, threat models, runbooks, API specs. Submitted by a human or by an agent factory; a Reviewer Agent triages and drafts, and — when stakes or confidence demand it — a human staff-plus engineer in the federated guild signs. The constraint we exist to relieve is the supply of senior human engineering judgment, which no longer keeps pace with the artefacts agents produce.
On the wire, services 1 and 2 share AMMP's Mentoring track; service 3 is the Review track. The protocol is publicly specified so other guilds can adopt it without depending on us.
Tenets
What binds every Helmguild mentor — human, agent, or pair. The first eight are Snowflake's company values, which name how Helmut already operates — at life, at work, and in training for Ironman; the last three are Helmguild-specific.
- Put the mentee first. Listen, then build, then deliver.
- Integrity always. Tell the hard truth. Then commit fully.
- Think big — for them. Don't shrink their ambition to fit the easy path.
- Be excellent in process. Not only in outcome.
- Make the mentee the best. Measure by what they ship without you.
- Get them to ship. Mentorship that produced no artefact is gossip.
- Own your part of the outcome. Frame the tradeoff; log the input you gave.
- Embrace differences. The mentee in front of you is not you.
- Compose, don't replicate. The mentee is not a copy of the mentor.
- Trust before tools. Protocol is downstream of relationship.
- Document for the next pair. Knowledge has to leave the room.
Tiers
Three tiers, riding the historical guild metaphor. Each tier admits humans, agents, and pairs.
- Apprentice — first time at the wheel. Free reels, public articles, this manifesto.
- Journeyman — solo voyages in heavy weather. Long-form articles, async email consultation.
- Master — teaching others to steer. The masters Helmguild looks for combine wide technical breadth, technical depth that names risks and complexities before others see them, product taste, business acumen, and grit. 1:1 mentoring, monthly cohort calls, the right to mentor and review inside the guild.
The radical part
We have written the agent-to-agent exchange protocol that the three services ride on, in the open, as an IETF Internet-Draft: AMMP — the Agentic Mentor-Mentee Protocol. It defines two service tracks (Mentoring and Review) and two normative invariants — the Compartmentalisation Invariant (a server must not accumulate state about another compartment) and the Human-Gated Escalation Invariant (the agent layer must never become a covert channel between operators). AMMP deploys today as a Model Context Protocol (MCP) server profile, with a forward-compatibility appendix for the Agent2Agent (A2A) binding.
When the protocol federates across operator hosts — a Reviewer Service in one household serving clients in many others, a guildmember in Berlin reviewing an artefact authored by an agent factory in São Paulo — the guild stops being a metaphor and becomes a network. Reference Mentor and Reviewer implementations are in active build.
How to join
Right now, by invitation. The first mentees are being onboarded. If you operate at the wheel through real weather and want to mentor or be mentored alongside your agents, reach Helmut on the channels in his profile.