Archive

Project archive.

A growing ecosystem of AI-native tools, systems, experiments, and operational products built through AI-assisted execution.

14 entries11 live7 flagship7 secondary
D-PE.ai — God-Tier Prompt Engineering workspace.
D-PE.ai project mark
Live

D-PE.ai

God-Tier Prompt Engineering workspace.

A premium, developer-focused workspace that transforms raw ideas into structured, robust AI prompts through an intelligent, socratic interview process.

Prompt Engineering Workspace

Next.jsOpenAIGroq

Featured in flagship systems.

DossierOpen live

Technical Learnings

  • RAG ArchitectureHybrid BM25 + Vector search indexing using pdf-parse & mammoth.
  • Token OptimizationContext window management during multi-step Socratic interviews and best-of-N tournaments.
  • Prompt StructureEnforcing a rigorous 9-pillar architectural framework.
  • System PromptingEngineered dual-purpose prompts for Socratic extraction and a Sarcasm Engine.
  • Reverse-EngineeringMethodologies to deduce exact prompts from AI outputs.
  • Responsible AI (Constitutional)System checks outputs against a constitution for legal requirements; automatically detects and corrects any illegalities or breaches.
  • Self-Critic LearningSystem generates 3-4 prompt variations and engages them in an internal tournament to critique and select the ultimate output.
ROASmind logo
ROASmind project mark
Stealth

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 — Behavioral cloning & identity preservation.
IMPRINT project mark
Live

IMPRINT

Behavioral cloning & identity preservation.

The identity preservation engine defending the human mind against AI dependency.

Identity Preservation System

Next.jsClaudeContext EngineeringBehavioral Models

Featured in flagship systems.

LEGATUS — Immutable digital inheritance.
LEGATUS project mark
Live

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.
CITE project mark
Live

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 — A password manager's security model, applied to note-taking.

AEGIS VAULT

Live

A 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.
Slide Doctor project mark
Live

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 — AI-native technical SEO intelligence.

Crawl Daddy

Live

AI-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.
EMBER project mark
Live

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 logo
Brief Killer project mark
Live

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 logo
Brief Killer 2.0 project mark
In Development

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

Live

Maximizing 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 logo
Geek Collectibles project mark
Live

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

Active

Rapid 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

This is not someone building one-off demos.

This is an operator continuously building AI-native systems, tools, workflows, and operational infrastructure at scale.

08 / Contact

Let's Build
What Comes Next.

Suman Debnath Signature

Open to meaningful collaborations, AI-native systems, product strategy, and future-focused conversations.

“Human instinct. AI amplification.
Systemic execution.”

Suman Debnath

·

Brand Marketing Leader & AI Product Builder

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