ingero-io/ingero

v0.10.1 Breaking

This release includes 2 breaking changes for platform teams planning a safe upgrade.

Published 1mo MCP Data & Storage

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✓ No known CVEs patched

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✓ No known CVEs patched in this version

Topics

causal-tracing cuda cuda-graphs ebpf gpu gpu-monitoring

+11 more

gpu-observability incident-response kubernetes machine-learning mcp model-context-protocol nvidia observability pytorch sre distributed-tracing

Summary

AI summary

Removed PowerShell shell completion and updated version reporting to use build‑time injection.

Full changelog

Changelog

Features

63c5f78251a78e28b58538a938b3e6c343157457 feat(walker): surface a counter when read_compact_ascii rejects non-compact strings
0eadf01fb688ea3ccc6a748bf9e2e3da7934e0d2 feat(check): add recommendations for system checks and enhance output
b512da55141652ffb233ce5988a51d63e345afb6 feat(cli): add shell completion for bash/zsh/fish/powershell
51d21556c12e94135c8db43da80216858d4d02b2 feat(symtab): add Inode to MapRegion + UniqueFilesMatching helper
3a2a4277fc9b252adc20dcd74ef666916f7dba6c feat(walker): detect Py_GIL_DISABLED builds and skip BPF walker state push
ceb0e77b0a340bb9455ae92fc2399ccbf32a70a3 feat(walker): walk PEP 684 subinterpreters via interp->next chain

Bug Fixes

228b6fe90bb481a703e13bba63b729f2f61b738a fix(walker): code review follow-ups on correctness, detection, harness
5c02ed0046ec9bb701faa3f091306c074f4c54c0 fix(walker): replace dead 3.12 debug-offsets reader with real 3.13/3.14 support
14d90eee6bb3e1a755612a1ed476cb63d385360a fix(bpf): build per-arch CO-RE objects for amd64 and arm64 release binaries
97c6fe54611e86efe1002f0e65b8f00a4c6983b6 fix(completion): remove PowerShell support and update usage instructions for bash, zsh, and fish
b7b7f7d1389259b5ee1634df6f674707039e4efe fix(mcp): pull version from build-time injection (was hardcoded 0.9.0)
8e88461586741a9f073a46577df66335a08ae1e4 fix(walker): accept python-minor-equivalent region when exact path match fails
4e7a8d6ed1c6c1d1eb1e319f8b7b51c1fa2b0b08 fix(walker): correct pyOffsets313 TstateFrame + FrameCode; add _PyStackRef mask for 3.14
85aaf9f744ecd236dc72c3422a03b851488fba72 fix(walker): fall back to /proc//exe when maps scan misses python
ca0814f4fb2d358fae36fa8333a40c94dc7f9068 fix(walker): post-validation cleanups + per-version CI harness fixes

Documentation

e9dc3a6bfc23dbfcf7c6a5111d5788cdc5b7eef6 docs(changelog): add Unreleased section noting MCP version-reporting fix
0d4dd2d47ed8e3a5c7b7aa5fcf586013b62927ac docs(walker): derive pyOffsets39 from upstream source and correct native_thread_id history
5ef0cee7ceab573cc922237160e4e143b9c1c118 docs: add 3 awesome-list links (otel, gpu-engineering, mcp-servers) to README

Other

b76f6a0095a92922f5c7f6983e04dab46d141ffd chore(docs): retrofit version-pin anchors and fix 0.9.1 -> 0.9.2 drift
beefae4405a36947235f3b648527bf1459b0a680 chore: link Fleet v0.10.0 quickstart and bump stale daemonset version labels
f388c3294ab4b1da6823e16a09d5e69e715ac9e0 Update Quick Start section for single-node usage
54b1de76b740359cbb3f0a38b2153e7e9b29f743 Update README to remove v0.9.2 improvements
cc816a581b8f85cd50c18664f570bbaba7660d40 build(bpf): commit vmlinux.h as canonical type catalog
e80c90d0a73874a3b58332947de650098d4e3a97 chore(docs): sync version pins to v0.10.0
84cef74254071f0b83729b1275ae8f91c7e1a7ff chore: fleet quick start guide links
a20991f78b3f85737cf95e9f4bfd14244dfa0a82 chore: remove EE references from FOSS surface
b954e6c7871cb12d558b176e25b1f7404229fbbd ci(docs): wire version-anchor validator and release auto-PR
4cc5861fa2123101691f67efa4b5d1c092d125e3 ci: drop fleet from helm workflow triggers (branch retired)
5e248dfaa2d1dde724baea6b371e9fae0a1d844a ci: gate PRs on make generate freshness
def6e447c633c037329d197a29f291ddc224ba38 ci: retire dev channel from version-anchor system
43cb9affd8638eabcb8da29a383c4e0c04ede875 refactor(cli): simplify dropped function handling in runTableMode
fbccec9d4400603e91aac19efbf2dd60cd8d56ee scripts/install-deps.sh: support aarch64 hosts
b8a4a15a1ecca817cbf628e689d1e160c0bbe96e test(emitter): real failover tests for multi-replica redial
311e8ac8b85d805f0b9f4f71d38bbfe58b2ff95c test(walker): add async / generator cuda workload + confirm no code change needed
b18276516df0ad4bd244bb7d420e437125838c0b test(walker): add multi-threaded cuda workload for per-thread tstate lookup
b54849cd57eee17a50e95a5411627983893a00b3 test(walker): per-Python-version regression harness + matrix workload

Breaking Changes

Removed PowerShell support from CLI shell completion; only bash, zsh, and fish are now supported.
MCP component no longer hardcodes version 0.9.0; it pulls the version at build time.

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About ingero-io/ingero

eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/Driver APIs and host kernel events to build causal chains explaining GPU latency.