Strategic coherence for teams that build

AI coding agents are great at execution and bad at knowing why. Helen's Foundry is the queryable home for your strategic intent, so any agent can pull the full picture in one call, from the tools it already uses.

Built for people shipping with agents today

Helen's Foundry is in early access, for founders and engineering teams already building with AI agents and losing context, tokens, and sprints to drift.

You are building solo, with agents doing the work.

Every wasted token is your money. Every wrong sprint is time you can't get back. Helen's Foundry gives your agents the context they are missing, so they stop reloading from scratch and start building in the right direction.

  • Using Cursor, Claude Code, or Codex as your primary workflow
  • Re-pasting the same context into agent sessions
  • Shipping fast, but not always sure it's the right direction

Your agents ship fast. Do they ship the right thing?

Teams whose agents write a real share of the code use Helen's Foundry to connect intent to workflow over MCP, and check alignment at merge time with the GitHub app. The loop closes before drift ships, not at the quarterly review.

  • 10+ agent PRs a day across the team
  • Strategy shifts that never reach the agent sessions
  • PRs that are correct code but the wrong direction

The gap between deciding and shipping

This is where good teams quietly go wrong: the gap between what a company decided to do and what it actually ships.

The cascade breaks

Strategy and execution drift apart quietly. By the time anyone notices, a quarter of the work no longer matches what the company actually decided to do.

AI ships the wrong thing, fast

An agent with no spec confidently builds what it guessed you meant. You get 10 to 30 PRs a day, and the ones pointed the wrong way look just as clean as the right ones.

No tool owns the gap

Linear tracks tickets. Notion holds docs. Nothing connects the mission to the ticket, so nothing notices when they drift apart.

Four levels, each informing the next

Changes at the top cascade down into design and delivery, and every artifact traces back up.

01 · Orient

Set the foundations: Mission, Vision, Domain Model. Everything downstream traces back here.

MissionVisionDomain Model

02 · Directional

Set direction: the bets you are making and the outcomes that tell you they worked.

StrategyGoalsValue Proposition

03 · Structural

Design the solution: who you serve, the problems you solve, and how work flows.

PersonasProblemsWorkflowsWireframes

04 · Execution

Build with the full chain in context. Every ticket knows the goal, story, and strategy behind it.

ProjectsEpicsStoriesTickets

Catch it when it breaks

The chain is only half of it. Helen's Foundry watches your work against that chain, from strategy down to the symbol, and flags what drifts before it merges, right on the pull request.

Drift, surfaced as a question

Helen's Foundry re-derives the chain on every write and flags work that no longer coheres: a goal that contradicts the strategy above it, an objective with nothing built beneath it, a plan frozen while its work churns. You decide what matters.

Contradiction
6d ago
Severity: major.
Helen

Helen:This strategy commits to enterprise-only, while the goal beneath it targets self-serve growth. The two pull in opposite directions. (82% confidence)

The verdict, where you review

Every check lands as a sticky comment on the PR: which artifacts the change serves, whether the diff matches their intent, and per-criterion coverage. Your reviewers see the why, inline.

agent-helen bot commented just now

🟢 Aligned with 1 artifact

No open drift signals on the linked artifact.

Linked artifacts

  • ticket Generate embedding for public code symbols

Code review hint (AI judgment on diff vs intent)

  • ✅ matches — ticket Generate embedding for public code symbols: The diff embeds each symbol's signature and doc-comment as separate vectors and skips the gateway when the interface hash is unchanged — exactly what the ticket asked for.
Acceptance criteria coverage — 4 criteria (AI per-criterion grade)
  • ✅ met — Embeds signature and doc as separate 1536-dim vectors: writes embedding_signature and embedding_doc.
  • ✅ met — Interface-hash idempotency: an unchanged signature/doc hash skips the embed gateway.
  • ✅ met — Fail-soft: a null embedding still persists the row for later backfill.
  • 🟡 unclear — svelte-check 0 errors: not verifiable from the diff alone.

Drift re-checked on push — no new signals.

29 ways work drifts from intent

Helen's Foundry ships a growing catalog of strategic-coherence checks — from plain graph rules to AI judgment and embedding geometry. Each one is grounded in organizational and strategy-execution research, and surfaces as a question you can reconcile.

Your agents, with the full picture

Helen's Foundry exposes your whole artifact graph over MCP. An agent loads the full context for a ticket in about two calls instead of fifteen file reads, then writes code that actually serves the goal.

https://hf.dev/api/mcp/w/{workspace-id} 30 tools
  • workspace_summary
  • artifacts_list
  • activity_feed_list
  • artifacts_create_batch
  • artifacts_delete
  • links_list
  • focus_set
  • pending_actions_list
  • code_search
  • reconcile
  • artifact_types
  • artifacts_search
  • members_list
  • artifacts_update
  • links_add
  • links_remove
  • pending_actions_create
  • workspace_audit
  • code_traceability
  • external_references_list
  • artifacts_get
  • chain_get
  • artifacts_create
  • artifacts_update_batch
  • links_add_batch
  • ready_to_work
  • pending_actions_decide
  • artifacts_devils_advocate
  • signals_list
  • send_feedback

Plugs into the tools you already use

Helen's Foundry speaks MCP and ships first-party connectors, so your agents and your team reach the same artifact graph from wherever they already work.

  • GitHub
  • Anthropic
  • Linear
  • Notion
  • Figma
  • Slack
  • Discord
  • Vercel
  • Sentry
  • Any MCP client

An editor for your thinking, not your prose

Helen is the AI built into Helen's Foundry. She doesn't improve your writing, she interrogates your reasoning.

  • She asks questions instead of handing you answers. She is there to interrogate your thinking, not fix your grammar.

  • She reads the whole graph, so she catches when one artifact quietly contradicts another.

  • Every comment she leaves is logged, so the reasoning behind a decision outlives the decision.

The team building Helen's Foundry

A two-person founding team shipping the strategic intent layer for AI agents.

  • Justin Poehnelt

  • Ashley Maguire

Free to use. Rough around the edges.

Helen's Foundry is invite-only early access. It's free, it's rough, and your feedback shapes what ships next. Drop your email and we'll set up your workspace and send you a link.

Or email hello@helensfoundry.com directly.

Free
No cost, no trial, no credit card.
Rough
Real value, but expect rough edges.
Yours
Your feedback shapes what ships next.