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@chasko-labs

chasko labs

Bryan Chasko's Bot Army

chasko-labs

multi-platform ai agent framework + aws infrastructure + rust retrievers + gpu inference pipelines

framework iac runtimes stack

heraldstack — one framework, five cli runtimes

the same agent personas port across commercial agent clis so no single vendor owns the stack

collective cli runtime role
shannon claude code primary — design, architecture, iac authoring
haunting kiro cli custom agents — kb creation, video-to-document pipelines
gander goose cli recipes — gpu inference jobs driven over ssh
ibeji gemini cli reserved slot
squad github copilot reserved slot

core framework in heraldstack-core — context-aware agent framework with memory, entity routing, narrative continuity

public shipping

agents + agentic workflows

aws infrastructure

rust + embeddings

  • ultron-embeddings — rust retriever ingesting marvel api data into jsonl embeddings stored as s3 vectors — inevitable, eternal, machine

content + media pipelines

  • marvel-snap-bytedance — marvel snap screenshot pipeline, bytedance models via goose cli, local google photos ingestion, game reconstruction
  • bryan-chasko-com — personal site — hugo + s3 static hosting, custom theme forked from papermod (3d now)

practice + learning

  • LeetCodeRandoms — leetcode practice sessions with heraldstack expert coder personas driving the learn-from-mistakes loop

Popular repositories Loading

  1. cognito-authentication cognito-authentication Public

    Application with login & protected routes examples creatd using AWS Amplify. Created following Nader Dabit's "Full Stack Serverless" book, AWS Cognito's withAuthenticator High Order Component & Aut…

    JavaScript 3 1

  2. kiro-cli-custom-agent-screenpal-video-transcription kiro-cli-custom-agent-screenpal-video-transcription Public

    Video-to-Document capabilities from the Kiro-CLI powered by a custom agent, MCP, Knowledge Base, and steering. Visual analytics, audio transcription with no fees outside of AWS Kiro credits.

    JavaScript 2 1

  3. kiro-cli-notes kiro-cli-notes Public

    Professional Kiro CLI setup guide based on 10 tutorial videos with proper attribution to AWS Kiro CLI Team and video creators

    JavaScript 1 1

  4. goose-cli-video-transcription-recipe goose-cli-video-transcription-recipe Public

    Video transcription pipeline using goose-cli recipes on ROCm Docker. Whisper + Moondream2 + FFmpeg containerized on AMD GPU, triggered from Mac Mini via SSH.

    Python 1

  5. braket-roles-guide braket-roles-guide Public

    Friendly guide to fixing the Amazon Braket console 'no roles found' problem — console, CloudShell/CLI, and AWS MCP tracks

    1

  6. LeetCodeRandoms LeetCodeRandoms Public

    C++

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