Technical Learnings
ROASmind
Next-generation autonomous operating system.
A next-generation AI-native operating system being built in stealth. 200,000+ lines of orchestrated architecture.
Autonomous AI Operating System
Next.jsPostgreSQLTemporalMulti-model AI
↻ Featured in flagship systems.
IMPRINT
Identity preservation, by measuring cognitive drift.
Records a cognitive baseline, then measures how far your thinking has moved from it as you delegate more work to AI.
Identity Preservation System
Next.jsClaudeContext EngineeringBehavioral Models
↻ Featured in flagship systems.
LEGATUS
Immutable digital inheritance.
A secure inheritance infrastructure for the digital age, with AES-256 / RSA-2048 encryption and multi-level nominee permissions.
Digital Legacy Vault
Next.jsAES-256RSA-2048Postmark
↻ Featured in flagship systems.
CITE
Decoding professional risk in the age of AI.
A cognitive and interpersonal translation engine analyzing career vulnerability, AI disruption exposure, and future professional resilience.
Tactical Career Intelligence Engine
PythonNeo4jGPT-4oKnowledge Graphs
↻ Featured in flagship systems.
AEGIS VAULT
LiveA password manager's security model, applied to note-taking.
A zero-knowledge notes app — every note is encrypted in the browser with Argon2id + AES-256-GCM before it ever leaves your device. The server stores nothing but ciphertext; a full database breach would reveal nothing without your master password.
Zero-Knowledge Encrypted Notes
Next.js 16SupabaseWeb CryptoPostgreSQL / RLS
Slide Doctor
Presentation intelligence meets operational storytelling.
A cinematic presentation auditing system built around real-world storytelling, executive communication, and AI-assisted slide evaluation frameworks.
Presentation Intelligence System
Presentation SystemsAI AnalysisVisual HierarchyCommunication Architecture
Crawl Daddy
LiveAI-native technical SEO intelligence.
A website crawling and SEO intelligence system capable of scanning large website ecosystems, detecting structural issues, analyzing PageSpeed data, and generating AI-assisted optimization insights.
SEO Intelligence System
SEO SystemsPageSpeed APIAI AnalysisWeb Crawling
EMBER
Audio journaling & cognitive relief.
A burnout recovery companion that rebuilds you one small win at a time. Audio journaling, immediate de-burn mode, guided grounding.
Burnout Recovery System
React NativeWhisperNode.js
↻ Featured in flagship systems.
Brief Killer
Turning chaotic thinking into structured execution.
An AI-native briefing engine designed to transform scattered thoughts, raw conversations, and unstructured ideas into actionable project frameworks and execution-ready briefs.
AI Workflow System
ClaudeChatGPTPrompt SystemsContext EngineeringStructured Workflows
Brief Killer 2.0
The evolution of structured AI-assisted execution.
A next-generation Brief Killer built around deeper contextual reasoning, multi-layered extraction, and scalable execution planning systems.
AI Operating Workflow
Claude CodeContext EngineeringReasoning SystemsWorkflow Architecture
Repurpose AI
Repurpose AI
LiveMaximizing content ROI through intelligent transformation.
An AI-native content transformation engine designed to convert single-source assets into platform-optimized multi-format content ecosystems.
AI Content System
LLMsContent SystemsAutomationSocial Workflows
Geek Collectibles
High-ticket collector commerce infrastructure.
A global collector ecosystem sourcing authentic hobby culture directly from Japan. Multi-currency, condition grading, grail tiers.
Collector Commerce Ecosystem
ShopifyLiquidNext.js
↻ Featured in flagship systems.
Personal AI Solutions
Personal AI Solutions
ActiveRapid AI-native experimentation across workflows and systems.
A continuously evolving collection of internal AI-native tools, micro-systems, workflow automations, and rapid operational experiments. Roughly 15–20 small builds, none of them precious, all of them shipped.
Internal Systems Lab
Multi-model AIAutomationRapid PrototypingAI Workflows
Selected experiments
- Office Time Tracker
- Forget Me Not — location-aware trigger alerts (in development)
- Online Notepad
- Stopwatch
- Interactive Music Pad
- + 15–20 micro-tools and time-killers
Documented in depth
The builds with a full write-up on this site
9 products — the agents, the two language models trained and fine-tuned from scratch, the Android apps, the procedural city builder and the audited banking copilot — each with its own page covering how it was built, what it measures and what broke along the way.
Agents
PACT Agent
Trust-first local CLI coding agent — a permission contract before any action
Read the full write-upAgentsPentashell
Natural-language-to-terminal CLI running on the custom PentaCMD-47M model
Read the full write-upAgentsMIGI Agent Fleet
A 46-agent autonomous fleet with 500+ automated eval checks
Read the full write-upModelsPentaCMD-47M
A 47M-parameter language model trained from scratch on 299K command pairs
Read the full write-upModelsQdex-1.5B
QLoRA fine-tuning pipeline for Qwen2.5-Coder-1.5B, benchmarked with HumanEval
Read the full write-upApps & SystemsBanking Co-pilot
AI relationship-manager copilot — 12 modules, deterministic scoring, 5 security phases
Read the full write-upApps & SystemsMIGI Android App
Native Android client for the MIGI agent fleet
Read the full write-upApps & SystemsForget Anything?
Android app using geofencing and WiFi-departure triggers as reminders
Read the full write-upApps & SystemsPixelVille
Procedural city builder with a real economy, seasons, crime and democracy
Read the full write-upThis is not someone building one-off demos.
This is an operator continuously building AI-native systems, tools, workflows, and operational infrastructure at scale.
