SynBioAgentic Synthetic Biology & Automation

SynBioAgentic Synthetic Biology & DBTL Architecture

Biofoundry Core: SynBio Multi-Agent Supervisor — Multi-LLM Strain Optimization & Automated Experiment Planner

Biofoundry Robotic Workcells & Subsystems

• Genomic Hypothesis Generator Agent
• Metabolic Flux Optimization Agent
• Robotic Workcell Scheduling Agent
• QC Telemetry & Anomaly Detector Agent
• Human-in-the-Loop Safety Interlock

Architectural Layers & In Silico Pipelines

• Уровень 1: In Silico Bio-CAD и компиляция последовательностей (SBOL 3.0 / RFdiffusion / ProteinMPNN / Codon Optimization): Generative protein backbone hallucination, metabolic flux balance constraint solving, and standardized combinatorial genetic circuit specification.
• Уровень 2: Роботизированная лаборатория и дозирование жидкостей (Acoustic Droplet Ejection (Echo) / 96-384 Matrix / Microfluidic Flow Cells): Nanoliter non-contact acoustic dispensing, automated magnetic bead purification, and multiplex isothermal DNA assembly execution.
• Уровень 3: Аналитическое высокопроизводительное фенотипирование и телеметрия (In-Line LC-MS / Optical Density (OD600) / Dissolved Oxygen (dO2) / Microplate Fluorometry): Real-time mass spectrometry metabolomics tracking, continuous fed-batch turbidostat monitoring, and single-cell fluorescence flow cytometry.
• Уровень 4: Биобезопасность, активное обучение и криптографический аудит (Bayesian Active Learning / Toxin-Antitoxin Locks / Steganographic DNA Barcodes): Closed-loop hypothesis generation, screening for regulated pathogenic sequences, and permanent genomic watermarking for IP verification.

Synthesis Telemetry & Yield Benchmarks: 99.998% (DNA Synthesis Fidelity) | 12,450 constructs (DBTL Weekly Construct Titer) | 4.82 g/L (Fermentation Biomass Yield) | 100.0% (Biocontainment Lock Fidelity)