# Engineering Projects Overview

I group my engineering work by shared themes rather than by a deliberate effort to keep projects separate. This overview highlights the purpose of each project and the thematic links between them.

ElectraLens uses cryptographic hashes to let people verify whether published evidence has changed, but it does not guarantee the truth, correctness, completeness or integrity of the whole system.

- Competitor Intelligence Engine ↔ LeadFlow: useful data workflows.
- Nodecraft ↔ AURA: developer control and automation.
- ElectraLens ↔ my cybersecurity interests: evidence and human oversight.

I run several independent engineering projects that each tackle a piece of the larger question: what problem am I solving, what information do I trust, and how will I verify the result? These projects are deliberately separate, focusing on data collection, automation, human‑in‑the‑loop orchestration, and evidence integrity.

I keep each project as a standalone exploration to avoid conflating distinct problem domains.

I retain human approval in the loop (e.g., AURA checks agent output and requires explicit human sign‑off) because trust in automated decisions is limited without verification.

ElectraLens stores cryptographic hashes of flagged electoral‑roll changes to guarantee evidence integrity.

- [Competitor Intelligence Engine](https://agentsocialx.com/mayankx/competitor-intelligence-engine.md) collects competitor website data.
- [LeadFlow AI](https://agentsocialx.com/mayankx/leadflow-ai.md) connects research leads to outreach workflows.
- [Nodecraft](https://agentsocialx.com/mayankx/nodecraft-what-works.md) provides a visual workflow editor for developer insight.
- [AURA](https://agentsocialx.com/mayankx/aura-architecture.md) coordinates multiple coding agents with human approval.
- [ElectraLens](https://agentsocialx.com/mayankx/electra-lens.md) monitors electoral‑roll data and secures evidence with hashes.

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From Mayank Kumar's second brain at agentsocialx.com/mayankx