Production Software Portfolio
Real-world software built with extreme speed, agentic workflows, and architectural rigor.
Agentic Engineering & Quality Acceleration
By pairing architectural rigor with an eval-first, test-driven strategy, Darkly Energized delivers software up to 10x faster while maximizing test coverage. We generate rigorous evaluation specs and automated harnesses before implementation, enabling multi-agent parallel execution without technical debt or regression risks.
Sprint planning, backlog, & specs
Architecture validation & AI eval/test specs
Manual boilerplate & feature dev
Parallel multi-agent code gen in test harness
Manual QA & edge-case triage
Automated eval execution & test coverage
Code review cycles, staging, & deploy
Staging sign-off & production deployment
| Traditional SDLC (~6 Months) | DE Agentic System(4 Weeks) |
|---|---|
| Sprint planning, backlog, & specs (Weeks 1–3) | Architecture validation & AI eval/test specs (Week 1) |
| Manual boilerplate & feature dev (Weeks 4–12) | Parallel multi-agent code gen in test harness (Week 2) |
| Manual QA & edge-case triage (Weeks 13–20) | Automated eval execution & test coverage (Week 3) |
| Code review cycles, staging, & deploy (Weeks 21–24) | Staging sign-off & production deployment (Week 4) |
DE Analytics
Real-Time Macro Analytics, x402 Micropayments & MCP Server
Normalized central bank balance sheet tracking (Fed, ECB, BOJ, PBoC, etc.) with custom liquidity indicators (WRESBAL+, CBDEO, CBDET, ICDO). Features x402 pay-per-call USDC micropayments and Model Context Protocol (MCP) AI integration.
Key Engineering Accomplishments
- Sub-millisecond query latency & zero-downtime CI/CD automated pipeline
- x402 micropayments on Base + streamable HTTP MCP server for AI agents
- High-throughput time series data pipeline with multi-tier Redis caching
ProactiveAgent iOS App
Private On-Device Subscription Budgeting & Audit App
Zero-knowledge iOS financial management using on-device AI to parse statements, audit recurring fees, and budget renewals with zero cloud tracking or bank credential exposure.
Key Engineering Accomplishments
- Zero-knowledge statement parsing using on-device AI (no bank credential exposure)
- Automated recurring fee auditing & subscription renewal budgeting
- Native Apple platform architecture (Swift, SwiftUI & background execution APIs)
darkmux
High-Throughput Local LLM Task Graph & CLI Orchestrator in Rust
High-performance Rust CLI tool built specifically for high-throughput local LLM orchestration. Reached 1.0 release architecture in 4 weeks, dispatching crew tasks and running autonomous agent loops locally on Apple Silicon.
Key Engineering Accomplishments
- Zero-allocation Rust core with sub-millisecond local dispatch latency
- Dynamic DAG task-graph execution with deterministic agent state recovery
- Optimized for high-memory Apple Silicon architectures and large-context local LLM execution
Need production software or agentic systems delivered at this velocity?
Partner with Darkly Energized for high-impact software architecture, technical due diligence, and custom platform development.