Autonomous self-healing loops & radiation resilience in 30-year space systems
Architectural analysis of the 6-stage autonomous decision loop (DETECT → DIAGNOSE → REPAIR → ADAPT → RECORD → COMMUNICATE) for multi-decade deep-space probes.
Technical papers, architecture analyses, and engineering essays authored by Rahuul Kalappatt on autonomous systems, quantitative execution, multi-agent pipelines, and system durability.
Architectural analysis of the 6-stage autonomous decision loop (DETECT → DIAGNOSE → REPAIR → ADAPT → RECORD → COMMUNICATE) for multi-decade deep-space probes.
Exploring boundary separation, latency controls, position state recovery, and risk validation in quantitative trade execution engines.
Designing an automated, multi-stage media pipeline (SHIKRAHQ) for local speech transcription, video cutting, and automated asset generation.
Why private experimentation, minimal dependencies, and disciplined verification yield far more resilient systems than premature publicity.