Solerno

Applied AI labAmsterdam, NL

Systems you can score.

Solerno builds AI systems you can evaluate: environments, agents, and machines.

LatestSudoku SFT + RL Environment2026-08

All workFigmaBench
FigmaBenchSudoku SFT + RL EnvironmentLangSmith Evaluation SystemDeepTeam Red-Teaming with Local QwenAgent OntologyPi + Orca Local EnvironmentSO-101 Robot Armİnanç Tekstil Curtain StoreAgentic Due DiligenceFigmaBenchSudoku SFT + RL EnvironmentLangSmith Evaluation SystemDeepTeam Red-Teaming with Local QwenAgent OntologyPi + Orca Local EnvironmentSO-101 Robot Armİnanç Tekstil Curtain StoreAgentic Due Diligence
03EnvironmentsWorlds with a reward. If it cannot be scored, it cannot be trained.02Evals & safetyTraces, judges, red teams. Measurement before claims.02Physical & localArms, Jetsons, and the desk the agents run on.02AppliedNamed client systems with a real domain, not a logo wall.
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FigmaBench

A 100-task benchmark for whether language models can design in Figma through the Plugin API. Not screenshot-to-code.

tasks
100
reward layers
6
UI categories
10
Open figma.solerno.aiRead the note

More work

Work

Named systems, not services. Each entry is something we trained, measured, or shipped.

Sudoku SFT + RL EnvironmentA verifiable Sudoku environment for supervised fine-tuning and reinforcement learning. Constraints you can score, not vibes.EnvironmentsLangSmith Evaluation SystemHow Solerno measures agents in production: traces, datasets, judges, and a loop back into the next run.Evals & safetyDeepTeam Red-Teaming with Local QwenAdversarial testing against a local uncensored Qwen 3.8 model. Safety work that does not depend on a hosted API’s filters.Evals & safetyAgent OntologyA shared vocabulary for agents, tools, memory, and environments, so systems can compose instead of colliding.EnvironmentsPi + Orca Local EnvironmentThe lab’s local development environment: agent orchestration, worktrees, and a machine you can actually see.Physical & localSO-101 Robot ArmA tabletop arm on NVIDIA Orin Nano 8GB, ROS 2, and Gemini Flash. Physical intelligence at lab scale, not a robotics company claim.Physical & localİnanç Tekstil Curtain StoreA live made-to-measure curtain shop: pick the fabric, set width and pleat, then try it in a photo of your own room before you buy.AppliedAgentic Due DiligenceLong-running analysis over heterogeneous data sources. Agents that read, wait, and write a file, not a chatbot with a search bar.Applied