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cadence

8,879 contributions this year
weekly commits: 15, 0, 36, 0, 78, 2, 0, 0, 0, 0, 0, 7, 2, 0, 72, 45, 21, 60, 47, 18, 6, 4, 0, 0, 0, 71, 239, 181, 210, 503, 543, 211, 275, 120, 458, 392, 604, 541, 80, 45, 128, 292, 350, 181, 420, 545, 181, 4, 439, 389, 368, 334, 362

what i build with

38 public repos across 3 accounts / 9 languages

aws rust ai-agent kiro-cli react serverless mcp amd-rocm typescript python automation design-system

built from ae557fe · deployed Sep 8 23:35 UTC · 17.8 deploys/day

Local-First Deploy: Retiring CodeBuild for a One-Minute Ship

The bryanchasko.com site is done with managed CI. GitHub Actions, then self-hosted Woodpecker, then AWS CodeBuild — all three put a five-minute remote round-trip between a change and seeing it live. The replacement is one local script that ships in under a minute.

September 6, 2026 · 6 min · 1246 words · Bryan Chasko

herald-valkey: A Self-Hosted Memory Store on a t4g.nano, Not a Managed Cache

Why the haunting runs Valkey on a single always-on t4g.nano at ~$3.71/mo instead of Amazon ElastiCache Serverless — the private-vpc backbone that underpins the bench platform and cross-agent MCP coordination.

September 3, 2026 · 6 min · 1111 words · Bryan Chasko

From Hallucinated APIs to Shippable Banners: Adobe Express MCP Lab + Cloud Del Norte Builder Banner

A lab that stops LLMs hallucinating Adobe Express add-on APIs — 5 agents, grounded docs + types, and a real 1440×400 AWS Builder Center banner for Cloud Del Norte built via the MCP, from challenge to shippable PNG.

August 31, 2026 · 7 min · 1443 words · Bryan Chasko

Muse Glimmer on HeraldStack: Local 30B Agents, One GPU, No Cloud

How we hooked Meta’s Muse Glimmer 30B into a local agent fleet on a single RX 6700 XT — on-demand llama.cpp, Valkey gpu_lock, Ollama, ComfyUI, and a Firecracker microVM that delegates from Spark to Glimmer.

August 31, 2026 · 7 min · 1295 words · Bryan Chasko

Moodle Course Builder: CI Pipeline, Nova Act Regression, and Kiro Orchestration

A Chrome MV3 extension that builds entire Moodle courses from CSV files — tested end-to-end by Amazon Nova Act driving a real browser through the full upload-confirm-build flow, all orchestrated by Kiro CLI agents.

August 17, 2026 · 8 min · 1521 words · Bryan Chasko

Self-Hosted CI with Woodpecker: The HeraldStack Pipeline

Running 35 repos through a self-hosted Woodpecker CI instance on a single AMD workstation — zero vendor lock-in, full control, no per-minute billing.

July 19, 2026 · 4 min · 830 words · Bryan Chasko