01Mosaic Family
01.1Mosaic One01.2Mosaic Agent01.3SPM01.4Black Falcon Coming soon
02Research03News04About05Contact ↗Mosaic Agent / Core capabilities
Plan, execute, remember, and improve—while using only the intelligence and context each task actually needs.
06Core capabilities
PersistentProject memory
AdaptiveModel routing
01 / Capability
Mosaic Agent completes tasks with the lowest practical token usage. It removes unnecessary context, compresses long conversations, retrieves only relevant memory, and sends simple work to smaller models first.
Core ideaEvery token should have a purpose.
✓ Compressed 18 conversation turns
✓ Retrieved 4 relevant memories
→ Routed to Mosaic Core
02 / Capability
Mosaic Agent remembers users, projects, preferences, decisions, and previous work across sessions—without repeatedly sending the complete conversation history.
Use the staged rollout with a 10% first cohort.
Evaluation suite is complete; documentation remains.
Report only blockers, decisions, and next actions.
03 / Capability
Mosaic Agent understands the objective, creates a plan, selects the right tools, executes the work, and verifies the result. It is designed to act, not only respond.
01Inspect repositorydone
02Find failing routedone
03Patch and verifyrunning
› grep "rateLimit" src/
› read_file src/api/routes.ts 42 lines
› edit src/api/routes.ts
15 await rateLimit(req, { max: 100 });16 return schema.parse(data);04 / Capability
The largest model is not used for every request. Mosaic Agent selects the smallest capable intelligence layer based on difficulty, cost, context, and required reasoning depth.
Selected for reasoning depth and verification requirements
05 / Capability
Mosaic Agent is organized around persistent project workspaces rather than isolated chats. Files, decisions, plans, and task history remain connected to the work.
3 of 5 tasks complete · 2 decisions retained
06 / Capability
Mosaic Adapt learns which model, tool, memory strategy, and response format worked best for each workflow—making repeated work faster, cheaper, and more accurate.
Core ideaMosaic Agent does not only remember information. It remembers what works.
Research synthesisMosaic Core + Memorybest route
Repository reviewPlanner + Tools−18% time
Weekly reportingSaved response stylepreferred