ingero-io/ingero

What's New

Docker containerization, a real-time GPU dashboard preview, human-friendly CLI duration parsing, and improved platform support
for WSL and AWS Deep Learning AMIs. This release also includes Ingero's first community contributions.

Highlights

• Docker support — Multi-arch (amd64/arm64) Alpine-based container image (~10 MB), auto-published to GHCR on tag
  push via GoReleaser. Includes GPU passthrough detection and healthcheck.

• Real-time GPU dashboard preview — New ingero dashboard command launches a web UI for live GPU observability

• Human-friendly --since durations — explain and query now accept --since 2hours, --since 1day, --since 1w in addition to Go-native formats like 5m. Powered by go-str2duration.
  (#8) — thanks @patrickluzdev

• Demo scenario descriptions — ingero demo --help now explains what each of the 6 scenarios demonstrates
  (incident, cold-start, memcpy-bottleneck, periodic-spike, cpu-contention, gpu-steal).
  (#7) — thanks @zamadye

• WSL hardening — bpftool shim bypass, vmlinux.h validation, and corrected WSL GPU device paths

• AWS Deep Learning AMI support — Auto-discovery of versioned libcudart.so on Deep Learning AMIs

• install-deps.sh — One-command dependency installation for quick start on fresh machines

Docker Quick Start

docker pull ghcr.io/ingero-io/ingero:latest
docker run --privileged --pid=host ghcr.io/ingero-io/ingero trace --duration 30s

Build from Source

git clone https://github.com/ingero-io/ingero.git
cd ingero && make build
./bin/ingero demo incident    # No GPU needed

For real GPU tracing:
sudo ./bin/ingero trace --duration 30s
./bin/ingero explain --since 30s

Contributors

- @patrickluzdev — human-friendly duration parsing (https://github.com/ingero-io/ingero/pull/8)
- @zamadye — demo scenario descriptions (https://github.com/ingero-io/ingero/pull/7)

## Changelog
### Features
* 21f48b2508d9b70c5e95911c40840c30e72e9a00 feat(docker): containerize Ingero with Alpine runtime and GoReleaser auto-publish
* 2c189157afb4acbd7d23ea93d22bb67005ab7175 feat: add GPU dashboard command with real-time web UI
### Bug Fixes
* 54b54c3814a35398723d2c149637d5159e4f6e1b fix(docker): add libc6-compat for glibc-linked nvidia-smi on Alpine
* dd65d2b1bd1f8a88dd8fd8204dffb5d5ba882616 fix(docker): address review feedback on container GPU detection
* 92bd37b71292e4e3c8e09551c87843767fc7584b fix(docker): address review feedback on containerization
* d371e3166edaf57a5633d0cbce9825b4f747e81c fix(docker): container GPU detection and Buildx setup
* 9bcac9dbc8864ad33346836c192c0ccf0571b200 fix: auto-discover libcudart.so on Deep Learning AMIs
* 2d948fca2e65928ea132fd7dc06e664c4d55daae fix: find versioned libcudart.so on Deep Learning AMIs
* c8c67a66ace70040c95c39650162f901ed6bd63d fix: remove unused printScenarioHelp function
* f47284dd4f39bdf43f7bfdbccdd53ceaf0b21ef6 fix: setup-wsl.sh bpftool shim bypass, vmlinux.h validation, WSL GPU paths
### Documentation
* da765d5e42e73d0d191fd117943ef76fd0fe75a5 docs: add license links for GPL-2.0 and BSD-3-Clause in README
* 98eaeed9a93e9ebe1c43027917594c67780d7225 docs: clarify make install is optional in README
* 52bfe9c0e1a3c73ccc8b4f3917e1355051b09a98 docs: comment out binary install, add build-from-source note
* 571bd0d136fc06e3bb6f708f79811ce0c944f56b docs: mention 10 GB rolling storage cap and --max-db in README
* e5ad809beb9ad7d581ec3f9425122f5af9c2172a docs: move dashboard command after mcp in README
* 60d6c16f19be6c3c08fcc840d138d1b3e9362c15 docs: reformat investigation sessions with Engineer/AI Assistant dialog
* 2754d02aac3b604f21b8669775c6d8a390f23f9e docs: renumber investigation sessions 1-2-3, separate metadata lines
* a5af4c3bdd2a6a26a4fa6e0c126a111c5b02990c docs: simplify GPU problems intro in README
* 4a089cfc026c5e7c97843098a6aa833bbc678aec docs: update session metadata
### Other
* 446a8510f2e5cd6330770b92b5d55e4e4c829cac Fix arrow direction in README diagram
* da7f85e323222a2b5ee105a96643ec841d9cf825 Fix formatting in README.md table
* 005bcabb7c16d796ed5641f6b0b0dc009723ae2c Fix formatting issues in README.md
* 896a8e14506a2bafd32c5ed509e2291304092ab3 add scenario descriptions to demo help
* 3ee065438d435abae3c3999eba658b2dd551ec59 chore: fix go-str2duration as direct dep and update test matrix
* 41096647d58e0648908a59ccb79d0eb93c6754d1 chore: force GitHub UI cache rebuild
* f3473e69a45e923e2c1e60f3202d4c35087ee2ea ci: add manual workflow_dispatch triggers to CI and Release
* 093683e08b04afdc02ced269a8474c9ee5ac3f7b ci: fix manual release trigger to publish Docker images to GHCR
* a575a91dd2f472047447d8de642b7d28d5cffc57 fixes & polishing
* 9edf95af2e125039c2d80d2086acdb4376454ced harden Go download in install-deps.sh, clean up demo title
* 65c7194f10b1f49f8fe6352ca586a5405ac1a745 install-deps shell script for quick start
* 0f603ff231f83785a2fdb7153cacd6bbbaba6d87 refactor(cli): add parseSince helper using go-str2duration and reuse in explain and query