NPROJECT IN MOTIONTEAM SESSIONSLOCAL
WHAT THE TEAM ALREADY SOLVED- Decisions already made
- House conventions
- Half-finished work
Available to the whole teamSTAYS IN SHARED MEMORY
Cardumen
Operating layer with traceability
One agent is fast.A shoal is unstoppable.
$ cardumen verify
Preparing real resources · project context
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Context loaded
ENTERPRISE PLATFORM · PROJECT CONTEXT
turns AIinto enterprise capability.
Cardumen connects any model to shared context across your development team. Preserve your projects' knowledge, reuse validated solutions and see your team's AI usage. Fewer tokens and lower AI spend through cost-efficient models.
ENTERPRISE-GRADE · RUNS IN YOUR INFRASTRUCTURE · LOW-COST MODELS AND LICENCES
Handing a project to someone elseno longer means starting from scratch.
Repository context stays with the company: people change, knowledge stays.
WHAT CHANGES WHEN SOMEONE TAKES OVER THE PROJECT
- NO MORE RE-READINGWhoever takes over the project, and their agents, already know its decisions, rules and architecture. The repository is never read from scratch again.
- AI SPEND GOES DOWNFewer tokens re-read in every session: the same work with less usage, on low-cost models and licences.
- IT STAYS WITH THE COMPANYKnowledge stays available to the team and to the surfaces that operate on it.
The opportunity: stop maintaining scattered tools and run a system where context passes from one person to the next without getting lost.
START WITH CARDUMEN AND GROW INTO THE REST OF THE SUITE · 7-DAY FREE TRIAL
Running a company on agents when nothing is shared.
DIAGNOSIS · OPERATING IN SILOSCONTEXT IS NEVER SAVED
Every session and every developer re-reads the repository: the context was never saved, and that re-reading is paid for as AI spend.
UNSAVED CONTEXT
- claude-code/contexto.mdnot saved
- codex/contexto.mdnot saved
- cursor/contexto.mdnot saved
NOBODY READS THE OPERATION AS A WHOLE
Cash, product and clients live in scattered signals; nobody reads them together and decisions arrive late.
UNLINKEDCASH · PRODUCT · CLIENTSDECIDED TOO LATE
WHAT IS LEARNED NEVER REACHES THE MARKET
The context exists, but the publishable piece is missing; what gets published does not use what is already known.
CONTEXT WITH NO OUTLET
- brand → context available
- publishable piece → does not exist
- published work → ignores the context
YOUR DATA AND YOUR REPOSITORY STAY WHERE THEY ARE
The repository is read once; the team uses it forever.
Cardumen is the layer that keeps project context so every person, agent and model inherits it: less re-reading, less AI spend.
- Context travels between peopleWhen someone leaves the project, whoever takes over, and their agents, already know its decisions, rules and architecture.
- Lower AI spendFewer tokens re-read per session, with low-cost models and licences.
- Real verificationContext rests on the repository and its tests, not on what an agent remembers.
HOW THE SUITE FITS TOGETHERONE CONTEXT
- MemoryPer project and per client01
- Rules and contextNever written twice02
- VerificationReal, from the repository03
SHARED MEMORYdecisions · patterns · brand
CARDUMEN · THE BASE LAYER5 AGENTS
- Context per project and per teamEvery person, agent and model inherits decisions, architecture and rules without re-reading the repository.
- Rules and decisions you write only onceContext is written once and stays available to every session, agent or model.
- Work progress that stays on recordWhat was done, what is left and which tests back it, ready for anyone to pick up.
IN USE · SESSION ORCHESTRATOR · THE FULL APP, NOT A MOCKUP
SESSIONS · PROJECTS · BRANCHES · WORK DIFF · AGENT PANEL
-43%fewer tokens on a measured taskBENCHMARK · SHARED CONTEXT VS. A SESSION WITHOUT MEMORY
1context shared by the whole teamREAD ONCE · INHERITED ACROSS PEOPLE · LESS AI SPEND
N+1: every session leaves memory, and the next session or person picks it up.
INSTALL CARDUMEN AND CONNECT YOUR OPERATION · 7-DAY FREE TRIAL
What already runs on this same memory.
ARRECIFE · CARNADATHE SHARED MEMORY
Cardumen stores the project's memory (decisions, rules and progress) so people and agents never start from scratch.
DECISIONS · RULES · PROGRESSCORE OF THE ECOSYSTEMWHAT IT STORES AND RECORDS
- decisions.mdavailable
- rules.mdin force
- brand-context.mdshared
- progress.mdrecorded
ARRECIFE · OPERATIONS
Arrecife visually organizes the work of people and agents (with Kanban boards, sprints, a CRM and real-time progress), while Cardumen records developers' memory and progress.
KANBAN · OWNERSHIP · SPRINTS · CRMA GROW CAPITAL SAASLIVEREAL-TIME OPERATIONSpeople · agents · projects
CARNADA · GROWTH
Carnada creates automated content and on-brand campaigns to plan your social media.
ARTWORK · VIDEO · POSTS · CALENDAROPTIONAL · INTEGRATEDCAMPAIGN LINE
- research → brand sheet
- production → 9:16 mp4
- review → calendar
Context belongs to the team.
Those already here and those who join work on the same project memory: decisions, conventions and the state of the work. Nobody re-reads the repository to catch up.
TEAM FLOWEVERYONE ON THE SAME MEMORY
SHARED MEMORYTHE PROJECT'S, INSIDE THE COMPANYSHARED
- decision-0012.mdARCHITECTURE DECISION
- auth-flow patternVALIDATED PATTERN
- brand/cardumenBRAND CONTEXT
- q3-delivery.mp4PUBLISHED DELIVERY
The whole team works on this, with their own models and agents. It stays in the company, not in the session.
N+1CURRENT AND NEW TEAMNOBODY RE-READSLOCAL
SHARED CONTEXT- Repository decisions at hand
- Clear conventions and owners
- No individual re-reads
Nobody on the team starts from scratch: the project explains itself.
LOCAL · LIVES ONLY IN EACH DEV'S SESSIONSHARED · STAYS IN THE COMPANY FOR THE WHOLE TEAM
MEMORY STAYS IN YOUR COMPANY, NOT IN THE TOOL
Install. Connect. Verify.
One layer for your company's agents: install it, connect it and operate with real memory. Arrecife and Carnada already run on the same context.
- STEP 01
Install the layer.
One install per team or company: it runs in your infrastructure.
one per team or company · runs locally - STEP 02
Connect your agents.
The agents and models your team already uses work on the same context.
your agents and models · nothing to migrate - STEP 03
Operate with verification.
Context is inherited: lower AI spend, with low-cost models and licences.
inherited context · verified decisions
Fits your current stack.
TECHNICAL COMPATIBILITY- Claude Code
- Cursor
- GitHub Copilot
- OpenCode
- Codex
- Local models
- Local repositories
Compatible with the agent tools you already use. Mentioning them does not imply partnership or sponsorship; Cardumen connects through public interfaces.
2 MINUTES · NO CARD · RUNS ON YOUR MACHINE
Three audiences. One shared memory.
Cardumen keeps every project's context at company level: neither your team nor its agents start from scratch, and AI spend goes down.
Engineering team
Shared memory across agentsMultiple teams, rotations and handoffs share the project's context.
CARDUMENStart for freeCompany
Cash, product and clientsFinance, product and clients, readable and steerable from a single surface.
ARRECIFEBook a demoA brand with a story
Campaigns with human approvalThe brand's context turned into campaigns produced and published with human approval.
CARNADABook a demo
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Whoever comes next does not re-read the repository: the company keeps the context.
Installing takes minutes. Booking a demo opens a conversation with the team.
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