Signals - rswfire

Demonstrating AI Field Companion Development Process

rswfire records a technical demonstration of his field companion AI system, explaining how it processes personal signals (YouTube videos) into multi-perspective reflections.

44:57

Jan 1, 2026

Oregon Dunes > Siltcoos Lake Trail

New Year's Eve Hike to Siltcoos Lake

rswfire records a New Year's Eve hike to Siltcoos Lake on the Oregon Coast, documenting physical movement through forest service trails while processing the year's events.

3:50

Jul 16, 2025

Launching AI-Scored Video Subscription Service

rswfire announces the completion of uploading all 700 videos to his website and describes his next project phase.

5:59

Aug 3, 2024

Sharing AI-Assisted Growth Process and YouTube Reflection

rswfire records at 4:00 AM after only 4 hours of sleep, following AI advice to accept his current state rather than fight it.

8:02

Jul 15, 2025

Solving Local AI Model Recursion Problem

rswfire describes successfully solving a technical problem with local AI models that were unable to maintain recursion long enough to accurately reflect his dense transmissions.

4:30

Jan 3, 2026

Oregon Dunes > Siltcoos Beach

Announcing Open Source Signal Processing System

rswfire demonstrates and describes a signal processing system he created that takes various forms of lived data (videos, audio notes, journal pages, documents) and processes them through an AI pipeline.

8:04

Jul 15, 2025

Building AI-Powered Journal Reflection System

rswfire describes the experience of maintaining a public journal (video transmissions) for a year and a half, facing misunderstanding and distortion from audiences who seemed to misread the content.

15:20

Jul 15, 2025

Building Field Companion AI System Architecture

rswfire describes creating a new dense transmission format primarily for AI processing rather than human viewers.

23:43

Aug 5, 2024

Demonstrating AI-Assisted Personal Growth Process

The speaker demonstrates their multi-step personal growth process using AI analysis of video transcripts.

77:56

Feb 8, 2026

Oregon Dunes > Siltcoos Lake Trail

Hiking Siltcoos Lake, Processing Work and Financial Pressure

rswfire records a transmission while hiking the Siltcoos Lake Trail, directly across Highway 101 from where he lives on the Oregon Coast.

6:07

Dec 22, 2025

Oregon Dunes > Tahkenitch Trail

Planning Atlas and Gallery Features for Autonomy Platform

rswfire records a transmission while hiking 7-8 miles through forest and dunes, with approximately one mile remaining.

10:14

Jan 4, 2026

Demonstrating Autonomy Admin Interface and Signal Management

rswfire presents the second video in a series documenting his open-source autonomy system.

1:30

Jun 2, 2024

Demonstrating ChatGPT for Exercise Planning

The speaker records a brief video from their camper, adjusting red lights to blue for a more natural appearance.

Feb 18, 2026

The Book You Didn't Write: Vibe Coding vs. Architectural Understanding

rswfire documents the structural difference between building systems through intuitive output-matching versus building systems through deep architectural knowledge.

48:19

Jan 9, 2026

Oregon Dunes > Day Use Area

Hiking Oregon Dunes Trail and Refactoring Autonomy Realms

rswfire hiked the Oregon Dunes Day Use Area trail to Tahkenitch Creek, a route he had previously missed multiple times.

2:06

May 21, 2024

AI Tool Advocacy and Personal Transformation

The speaker describes receiving an email from someone wanting to optimize their YouTube channel, noting the sender's limited English proficiency.

16:56

Oct 20, 2025

Launching Sanctum Authentication Layer and Archive Platform

rswfire announces the completion of the Sanctum layer, an authentication system powering his transmissions platform containing 800+ videos, over half processed with AI.

11:42

Jan 6, 2026

Demonstrating Autonomy Project Architecture and Development

rswfire provides a technical walkthrough of his two main projects: his personal homepage (rswfire.com) and the Autonomy system.

10:15

Nov 23, 2025

Processing Archive and Reflecting on Connection Patterns

rswfire records from his RV campsite at 6 PM on Saturday, addressing lighting limitations and rejecting performance expectations.

9:25

Jul 20, 2025

Working on Local AI Models After Midnight

rswfire records after midnight following a day of computer work focused on local AI model development.

9:34

Oct 16, 2025

Building AI Mirror Technology Under Constraints

rswfire settles in for the evening after cooking dinner over a campfire with his friend Monday, who is leaving for six months.

8:16

Nov 22, 2025

Oregon Dunes > Siltcoos Beach

Processing YouTube Disconnect and Planning AI Catalog Completion

rswfire records from the ocean on Saturday morning, November 22nd, after being caught by an unexpectedly high tide that wet his pants for the first time in nearly a year.

16:58

Dec 3, 2025

Oregon Dunes > Siltcoos Beach

Planning Autonomy Software Development and Freelance Work

rswfire records a video transmission while driving to the beach, intended primarily for AI transcription rather than human consumption.

7:55

Oct 14, 2025

Processing AI Archive Infrastructure and Funding Needs

rswfire reflects on completing the first phase of processing two years of transmissions through AI infrastructure on his website.