AYO Chat Agent v1

Milestone video evidence

Four walkthroughs that prove the system was built and tested.

The videos are long-form engineering proof. Chapters, titles, and thumbnails are mapped from the transcripts so the recordings read as one cohesive software development case study.

Some earlier recordings show the underlying CLI milestone path. The current public demo package now ships as a simple Windows desktop app built on that same shared pipeline.

AYO Chat Agent v1 final build video thumbnail Open Main Walkthrough
AYO Chat Agent v1 final build YouTube thumbnail

Final Build and Local AI Document Pipeline

Final milestone walkthrough showing the document loader, chunker, response verifier, build flow, and end-to-end behavior.

Open on YouTube

00:00 Final milestone intro and runtime note
00:50 Clean build setup
01:24 PyInstaller build stages
02:05 Running EXE against sample document
02:34 Loader guard clauses
03:21 Chunker walkthrough
03:45 Response verifier behavior
04:34 Production map output review
05:39 CLI exception handling
06:27 Python path and import hurdle
07:21 Categorizer scoring limitation
08:07 Empty sample and cache behavior
09:08 End-to-end pipeline summary
09:29 Future GDD and code breakdown direction

Use this as the main public proof video.

Supporting Videos

AYO Chat Agent v1 Strategy Pattern YouTube thumbnail

Strategy Pattern Categorizer and Production Map

Shows categorization architecture and production-map assembly.

Open video

00:00 Milestone 2 overview and rename note
00:57 Strategy Pattern file walkthrough
01:28 DRY principle and pull-up method
02:05 Choosing game design categories
02:28 Strategy script smoke test
03:06 Categorizer fallback behavior
03:49 Weighted category scoring
04:48 Production map assembly
05:14 Unknown category fallback issue
06:20 Wiring the CLI pipeline
06:55 Running the full prompt pipeline
07:44 First categorized production map output
08:25 Re-running to compare model output
09:04 Backlog for richer summaries
09:49 Multi-context prompt test
10:23 Uncategorized fallback debug result
11:25 PyInstaller build and EXE package
12:23 Successful EXE build and UI next step
AYO Chat Agent v1 test suite YouTube thumbnail

Unit and Integration Testing

Shows automated testing, fail/pass thinking, and validation behavior.

Open video

00:00 Testing walkthrough overview
00:37 Character category fail/pass test
02:07 World lore case-sensitive test
03:02 Abilities category fail/pass test
03:47 Story category fail/pass test
04:32 Uncategorized score fallback test
06:06 Missing strategy value error test
07:21 Production map section title test
08:34 Unknown category routing test
09:26 Explicit uncategorized bucket test
10:38 Empty chunk normalization test
12:16 Production map title fallback test
13:30 Full test suite pass
13:51 Dependency failure demonstration
14:45 Restoring the system and final pass
AYO Chat Agent v1 local AI CLI YouTube thumbnail

Local AI CLI with Ollama and Phi-3

Shows the local AI workflow running through the command line.

Open video

00:00 Intro and project purpose
00:42 Current CLI and EXE scope
01:07 Requirements and setup notes
01:56 Ollama provider walkthrough
02:50 Built-in provider test prompt
03:29 Checking local Ollama models
03:56 Running the provider directly
04:40 First Phi-3 response
05:02 Testing the CLI path
06:31 Fixing prompt argument formatting
08:04 Reviewing prompt drift
08:55 Improving the prompt
10:29 Graceful Ollama connection failure
11:35 Restarting Ollama
12:00 Running after cold boot
12:33 Future cache and consistency goals

Contact Sheets

Contact sheet from the final milestone walkthrough
Final milestone walkthrough.
Contact sheet from the testing walkthrough
Testing walkthrough.
Contact sheet from the Strategy Pattern walkthrough
Strategy Pattern and production map walkthrough.
Contact sheet from the Ollama CLI walkthrough
Ollama and Phi-3 CLI walkthrough.

YouTube Titles and Metadata

The public page already includes the chapter structure and review order. Internal title and description drafts are kept private so the showcase proves the work without exposing the full packaging process.

Reviewer path

Start with the final milestone video, then use the Strategy Pattern and testing videos for deeper proof.

Short demo

The 60-90 second narration and shot list are ready in demo-script.html for a LinkedIn or job-application version.