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ingero-io/ingero

v0.15.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 27d MCP Data & Storage
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ 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

Affected surfaces

auth crypto_tls

Summary

AI summary

Add bearer‑token compare and hardened TLS keypair loader in auth.

Full changelog

Changelog

Features

  • 4cdbe1aad0e32f70c72163000a44283f9ffd1dc3 feat(auth): add bearer-token compare + hardened TLS keypair loader
  • 928fa03b9f0d63e5a39991d0b7b276f6cb708569 feat(export): OTLP Histogram encoder + per-event memcpy duration histogram
  • 92c1095dc5a88dfffa1eb3d577228c70cb5e8017 feat(export): Prometheus aggregates for nccl.collective.* (F2)
  • bbacb0f82697e0e657827e530291786354341c75 feat(kprobe): experimental closed-driver kprobe + uprobe surface
  • 294bb0591745783967337f264a240ae255469639 feat(mcp): --mcp-bearer-token flag + identity-based pagerduty gate
  • aa555f20cf1901e285d523a96a66290ff78e7830 feat(ncclprobe): runtime libnccl uprobe attachment (F1)
  • 792e5fb69d235b81420cb3ba70adf85a385e325c feat(security): defense-in-depth fold

Bug Fixes

  • ec98224287dc26173887a0e859107b707fbcde11 fix(ncclprobe): export Pad1 + Pad2 for Go 1.26 reflect compatibility
  • b49546c74f52621033cfb4279740f29094bfa570 fix(ncclprobe): typed-nil panic in dispatcher + extended unit coverage
  • 77cb9830534878e0db1293a6d8ba2f72b75b9def fix: drop unused resolveCuLaunchKernel + dead time import

Other

  • db04f4543b7fc28c56fd70af7a0ea9f27dca584c chore(changelog): consolidate v0.15.0 entry (rescoped scope + real-HW findings)
  • a88281947846c9239777b51df88c0d5f73314182 chore(docs): release v0.15.0 (CHANGELOG + version pin sync)
  • 4221e91a9cd83b15ac776caeee47faa7e2ffd720 test(e2e): closed-driver-kprobe scripts + cudart=shared fixes + ABI matrix repair
  • 40978487d27f5f2b87cb4a0235f1cc79645ef2d3 test(memcpy-2d-single-gpu, nccl-abi-matrix): -cudart=shared + sustained workload + AttachAt logging
  • 9a1798299e279b28fd4b429852d7d1b5261903cf test(ncclprobe): integration_bpf tests for AttachAt against real libnccl
View diff on GitHub

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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.

All releases →

Related context

Earlier breaking changes

  • v0.17.0 Dropped 'annotate --socket' option from CLI.

Beta — feedback welcome: [email protected]