AI infrastructure and complete systems
Build past the context window.
Hydra Dynamix builds infrastructure for long-running agent work, then uses it to build complete software systems. Our current products and research focus on durable provenance and machine memory.
Explore
Products, infrastructure, and proof.
Systems
One high-level brief became a working event platform through a Pi loop structured with ldgr.
See Session BoardOur current research asks how repeated experience becomes reusable machine memory. Read the research programme.
Products
Our current product bets.
ldgr
BetaMake agents do less, remember better, and prove what changed.
A durable coordination layer for AI work. ldgr keeps an agent's tasks, runs, evidence, and decisions in a single SQLite ledger that survives restarts and context resets. A guardrail against drift, false completion, and context collapse.
ecphory
In developmentEvent-first memory for AI systems.
An experimental memory layer that stores streams of events as durable temporal evidence and retrieves them by structural cue, instead of collapsing them into static embeddings. Early research shows it preserves reusable temporal patterns more robustly under noise.