Solving Problems That Actually Exist
Daedalus Development Group architects and delivers production-grade systems across multiple domains. From Layer-1 blockchain protocols to computational biology, we build technology that addresses real-world challenges with rigorous engineering and research-driven design.
AI Services & Tooling
Logos: production fine-tuning service for 45 open-weight LLMs across 16 model families ($349–$3,499 per job, plus Custom-tier quotes for off-catalog work). Erkos: on-prem secure fine-tuning installed inside your infrastructure for HIPAA / SOC 2 / ITAR-grade engagements. Plus a developer tooling layer — JaCode (multi-model coding assistant), opentine (Git-style framework for AI agent runs), Project Lavalamp (waveform research) — and Priscus P1, our in-house research arm advancing a novel class of language model under NDA.
Blockchain Infrastructure
Innova: first production FCMP++ implementation with a five-layer privacy stack, IDAG block DAG with DAGKNIGHT adaptive ordering, and NullStake zero-knowledge private staking. Solidus: 16-chain hierarchical blockchain fusing DAGKNIGHT consensus with POEM multi-algorithm mining (ASIC · GPU · CPU · mobile), an integrated on-chain perpetuals engine, and ~100ms confirmation latency. Dominus Node: routing and proxy infrastructure for cross-chain tooling.
Decentralized Finance
Lucrum Protocol: Emporium DEX (V2 constant product, V3 concentrated liquidity, V4 modular hooks), Fiscus managed investment pools, Creditum NFT-based lending, and Tribunus DAO governance — four protocols unified under a single fee engine with yield distributions payable in BTC, stablecoins, or tokenized assets.
Computational Research
Citrus Greening Defense: a computational platform modeling CRISPR-based strategies against Huanglongbing (HLB), which collapsed Florida citrus production by ~90%. Our Triple-Lock Defense (EDS1 knockout + MYC2 stabilization + phloem AMPs) reduces infection probability to 0.041% with zero evolutionary escape events across 2.5 million GPU-accelerated simulations. Both core edits qualify as non-GMO under USDA SECURE.
What We're Building
From Layer-1 protocols to hardware security — production systems engineered for scale, security, and real-world impact. Each project has its own dedicated page.
Innova Foundation
Privacy-first L1 blockchain
The first blockchain to ship production FCMP++ — full-chain membership proofs with whole-pool anonymity. Five-layer privacy stack, IDAG consensus, Dynamic Selective Privacy transactions.
Explore projectDominus Node
AI-native proxy service
The first proxy service built for autonomous AI agents. Agents discover, install, configure, and pay for proxies without human intervention. 28 AI framework integrations, an MCP server with 56 tools, and 6 language SDKs.
Explore projectLucrum Protocol
Full-spectrum DeFi protocol
A full-spectrum DeFi ecosystem bringing TradFi on-chain — annuities, bonds, CDs, pensions, syndicated loans, escrow, trusts — alongside a multi-version DEX, managed pools, lending, and DAO governance. Phase 1 ships Vestibulum + FRS + Tribunus.
Explore projectSolidus Network
16-chain perp exchange
A 16-chain hierarchical blockchain fusing DAGKNIGHT consensus with POEM (Proof of Entropy Merge) mining across four hardware classes. Integrated on-chain perpetuals engine targeting Hyperliquid-class performance.
Explore projectJaCode
AI coding assistant (in development)
A next-generation AI coding assistant in active development. Designed around multi-model orchestration and dual-model conversations — two AIs collaborating in debate, pair-programming, plan-execute, and verify modes.
Explore projectopentine
Git for AI agent runs
A complete ecosystem for version-controlling AI agent execution. Core framework + event-sourced kernel + deterministic replay engine + three visual consoles (TUI, desktop GUI, browser). Fork, replay, diff, pause, resume any run.
Explore projectLogos
Fine-tuning as a service
Commission a fine-tuned open-weight language model on your data, your objectives, your budget — and keep the weights. Four tiers: Starter $349, Studio $1,499, Atelier $3,499, and Custom (email-quoted, off-catalog work). Pay with PayPal, card, or crypto.
Explore projectClawShop
Agent and framework deployment
DDG's deployment hub for operator agents and framework setup. E-commerce vertical packages ship first, with Real Estate, Local Services, and Content/Marketing following. Standalone setup is available for OpenClaw, Hermes, NemoClaw, IronClaw, and custom/BYO frameworks.
Explore projectProject Lavalamp
FPGA hardware security
An FPGA-based hardware security device that neutralizes CPU timing side-channel attacks on modern multi-threaded CPUs. OS-transparent, zero application changes, vendor-independent.
Explore projectCitrus Greening Defense
CLas bacteria secrete 28-40 validated effector proteins to hijack citrus cells, and no current solution achieves full resistance. Our computational pipeline models CLas-citrus protein interactions using real NCBI sequences and ESMFold-predicted 3D structures, validated with LightDock DFIRE scoring, then simulates evolutionary escape via Wright-Fisher population genetics on GPU. The result: a novel Triple-Lock Defense combining three mechanistically independent CRISPR strategies — never previously proposed in published literature.
The Triple-Lock Defense Strategy
EDS1 Knockout
CRISPR / Non-GMOUSDA + EPA ApprovedEDS1 is a signaling node — when CLas triggers it, the downstream cascade produces ROS, callose deposition, and phloem cell death (the symptoms that kill the tree). Knocking out EDS1 eliminates this damage response entirely. The tree still gets infected but the infection cannot trigger the destructive cascade. Trees already exist from the Wang lab at UF/IFAS. Alone reduces infection from 81.4% to 2.8% in 100K-tree simulation.
MYC2 Stabilization
CRISPR / Non-GMOField-Tested (Science 2025)Activates the jasmonic acid (JA) defense pathway to actively fight CLas. Achieved via PUB21 promoter editing. EDS1 KO removes the SA driver, leaving JA free at 0.719 (highest of any combination) — the strategy deliberately avoids JA-SA antagonism. Fruit quality actually improves: limonene +19%, linalool +23%, sugar only -2.5% at 1.5x MYC2. Zero quality violations at any tested level.
Phloem-Expressed CG-AMP2
Transgenic / OptionalResearch PhaseAntimicrobial peptides expressed directly in phloem tissue to kill CLas on contact. Each layer operates through a fundamentally different mechanism (signaling removal, immune activation, direct antimicrobial) — per-generation escape probability per layer is ~3e-11, joint probability for two layers compounds to ~1e-21. Evolutionary escape is thermodynamically implausible.
Triple-Lock Defense Architecture
Non-GMO Regulatory Pathway
Both core edits (EDS1 knockout and MYC2 stabilization) qualify as conventional crops under the USDA SECURE rule, avoiding lengthy GMO regulatory and labeling requirements. EDS1-edited trees already have USDA and EPA approval. The computational pipeline includes CA-atom docking (2.8M poses across 56 pairs), all-atom docking (250K poses), independent LightDock DFIRE validation (Spearman rho=0.69 with custom scoring), and 100K-tree stochastic infection modeling with 8% environmental noise and variable psyllid pressure.
The Team Behind Daedalus
George Sarris
0xcircuitbreaker
Founder & CEO
Full-stack engineer and independent researcher building across the entire technology stack — from low-level cryptographic protocol design and Solidity smart contracts to GPU-accelerated biological simulations and custom transformer architectures. Creator and sole developer behind Innova Foundation, Dominus Node, Lucrum Protocol, the Solidus Network, JaCode, opentine, Project Lavalamp, and the Citrus Greening computational research platform.