Illustrative scenario · builder

All Your AI Agents and Platforms.
One context you control.

MODEL PROVIDERS Anthropic · OpenAI AGENT PLATFORMS OpenClaw · Hermes

A builder optimizes the launch while shipping the product. Real-world data and agent work stay in one context they control.

Signals arrive from everywhere.Apps, data sources, devices, and other agents add context as work unfolds.

Fulcra turns signals into shared context.Each agent gets the context it needs without direct access to every source.

An agent knows when to ask.It combines live context with the goal and brings the right question to you.

You add the missing judgment.A quick answer—or context you own—changes what the agents do next.

One agent can brief another.The goal, decisions, evidence, and constraints travel with the handoff.

The next agent starts informed.No re-explaining the task. No dependence on another platform’s private history.

Agents keep working across tools.Specialized agents turn shared intent into concrete work.

New context can arrive mid-task.External data can update the loop while agents are still working.

The loop adapts without restarting.Agents respond to what changed while keeping the original goal intact.

Agents can surface other agents’ work.Long-running and headless agents add context to the active conversation.

You stay at the decision points.Agents ask concise questions, then carry your answer back into the work.

Agent work writes back to Fulcra.Outputs and decisions become durable, owner-visible context.

Every agent can use what changed.The next loop begins with the latest shared context.

Agents return with the next decision.You direct the system without coordinating every intermediate step.

One operator. Many agents.Different platforms collaborate through context you control.

Agents do the work. You keep the decisions.Rent the reasoning. Own the context.

ADS + SOCIAL ANALYTICS“Ship from tabs” winsCampaign CTR +26%
NEW
THIRD-PARTY TREND DATAAI planner demand risingSearch + review signals
NEW
A
HEADLESS AGENT JOBCompetitor research agentScan completed
NEW
A
OPERATOR BROWSING CONTEXTArticle found in historySpec-driven development
NEW
Your AgentLong-running looping agent
CONNECTED

Waiting for the next loop…

FULCRA

3 signals since your last loop

  • “Ship from your tabs” is outperforming
  • AI project-planner demand is rising
  • Competitor-research agent finished its scan
YOUR AGENT · QUESTION FOR YOU

We were going to tune Project Northstar’s launch page and onboarding today, but the signals point to a sharper promise: turn research tabs into something shippable. Have you seen anything that could shape both the story and the extension?

YOU

I read an article yesterday about spec-driven development. Grab it from my browsing history and tell me how we can use it in the launch and the extension.

YOUR AGENT

Found it. I’m turning the article and signals into a launch brief and export hypothesis, then handing both to the work agent.

WRITES BACK
northstar-extension-brief.md

Positioning · export hypothesis · live signals

YOUR AGENT · HEADS-UP

Message from your Home Hermes Agent: your garage door was left open. Want me to tell it to close it?

YOU · TO YOUR AGENT

Yes—tell it to close it.

YOUR AGENT · QUESTION FOR YOU

The agents turned “Ship from your tabs” into new campaign creative and working Markdown and GitHub export. Ship the launch and extension update Friday?

Coordinate with one agent
>_
Work AgentLocal or cloud runtime
CONNECTED
>_

Waiting for the next task…

FULCRA

Builder brief + build handoff

  • “Ship from your tabs” positioning
  • Spec-driven development article
  • Launch page + extension scope attached
>_
WORK AGENT · BUILDER

I have the positioning, why the article mattered, and the extension scope. Updating the launch page and building repo-ready brief export.

MARKETING + PRODUCT CODE

Generic AI project organizer

“Ship from your tabs” + repo-ready briefs

FULCRA · NEW SIGNAL

Reviews request Markdown + GitHub export

NEW SIGNAL → LOOP UPDATE

Single-format project brief

Markdown + GitHub repo export

WRITES BACK
northstar-extension-build.zip

Campaign creative + working extension code

While other agents work
75 sec · loops