COMPASS
WebsiteTalk to COMPASS

COMPASS · NAŸL × VINCENT

Every person.
One shared memory. One team.

Six people or a thousand: every team carries its context in separate heads.

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COMPASS · FILM · YouTube ↗Scroll ↓

THE IDEA

COMPASS

An intelligent virtual office.
One shared memory underneath the team.

01 · INDIVIDUALS

Every person.
Their own context.

Everyone works alone. The context lives in separate heads.

02 · CONNECT · 03 · SHARED MEMORY

Underneath the office,
one memory.

Who knows what. What happened. Why it was decided. Every item keeps its source.

PROOFNow watch it adapt.

PROOF · THE AGENT IS ALREADY ACTING

“Build me a premium website for an AI company. Make it minimal, dark and cinematic.”

LET IT ACT.

04 · CHANGE, MID-ACTION

“Actually, make it warmer. Make the hero more ambitious, and add a pricing section.”

AI company ✓ Premium ✓ Minimal ✓Dark · Cinematic

MID-ACTION. NO RESTART.

05 · ADAPT

It knows what depends
on what.

It keeps what still holds, drops what the change invalidated, and adapts the next action.

05 · ADAPT · THE PLAN, UPDATED

Rebuilt where it changed.
Not from scratch.

THE BRIEFUPDATED
  • AI companykept
  • Premiumkept
  • Minimalkept
  • Dark Warmupdated
  • Ambitious heroupdated
  • Pricingadded

VINCENT · HOW IT RUNS

The conversation continues while the work runs.

Architecture: browser mic and live preview, speech-to-text, semantic endpointer, General Compute brain, Claude CLI hands on a Mac mini, Gradium voice back to the user.

VINCENT · UNDER THE HOOD

Voice in. Intent kept.
Actions that continue.

The reply comes back at once while the work keeps running. A new sentence cancels only what it invalidated.

VOICEGradium realtimeStreaming speech in and out with semantic turn detection. Barge-in becomes the next turn. Server-side bridge, no key in the browser.
REASONINGMiniMax M2.7 on General ComputeEvery sentence becomes a structured brief. A change patches only the fields that moved.
ACTIONCopy and renderOnly the sections that depend on the change are rewritten. The page renders live, sandboxed.

FALLBACKS STAY WIRED · NEBIUS GLM-5.3 · BOSON HIGGS REALTIME · BROWSER SPEECH

06 · COORDINATE · 07 · ACT

Only the people
it affects.

GoalOwnerConstraintDecisionNext action

The client moves launch to October 3. Maya, Leo and Ana get their next move. The other three keep working.

08 · MEMORY

Smarter every week.
The reason stays.

VINCENT · REMASTER · THE AGENT

REMaster agent architecture

REMaster agent architecture. Day: live web research through Nimble feeds the Strategist, which plans the week for the Company manager; the manager makes daily decisions on a small working memory and talks with a 10-person team; a Monday briefing is voiced with FLUX 3. Night: a Night cleaner curates memory, shadow copies replay decisions on older memory, and a Judge restores the exact fact when decisions differ. Everything is logged to Tinybird Rawtree, an append-only memory. Models: Liquid LFM-2.5.

VINCENT · NEXT DAY · WHAT ACTUALLY RUNS

Next day: what actually runs

Next day loop: standups from 10 people, the manager decides (assign, unblock, reshuffle), a shadow check asks whether older memory would decide differently, then sleep on it curates memory (keep, fold, promote, archive). Every step logs to and recalls from Tinybird Rawtree with SQL.

VINCENT · ONE DECISION, FOUR MEMORIES

How forgetting is tested

One decision, four memories: the manager on live memory plus three shadows (one day behind, one week behind, never cleaned) answer the same question. If all agree, forgetting was safe. If they differ, the Judge finds the archived fact that changed the decision and restores it to the manager memory.

COMPASS · NAŸL × VINCENT

Every person.
One shared memory. One team.

Demo data and a fictional team. Nothing is sent to anyone.