Muhammad Saad Shabir
Muhammad Saad Shabir's work was selected for the XERJ Corpus Hub, the open reference memory AI coding agents search before they write code. When an agent meets the same problem, it gets this implementation back as a worked example, with the author and the repository attached.
Totals across every corpus @saadshabir appears in; a commit selected for two corpora counts once. Files and lines count the selected commits; each corpus indexes the whole repository at its pinned commit.
What an agent can do with the ZTAP corpus
saadshabir/ZTAP: Experimental Linux node agent for Kubernetes NetworkPolicy enforcement using per-container eBPF, with offline policy validation and live…
- Look up how ZTAP implements container-networking, ebpf, golang, with answers cited to file and line.
- Reuse a worked example: the commit “add multi-node policy churn and TCP continuity gate” (5 files · Go).
- Answer from ZTAP's real Go source instead of memory (Operations and SRE).
- Where does ZTAP handle “add multi-node policy churn and TCP continuity gate”?
- How does ZTAP implement container-networking?
- What does tools do in ZTAP?
Search the GitHub repository saadshabir/ZTAP with XERJ (https://hub.xerj.org/corpus/saadshabir--ztap). Run these in a shell, in order, and check each result before the next: 1. xerj --help (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh 2. git clone https://github.com/saadshabir/ZTAP ZTAP && git -C ZTAP checkout a1590e779834db7588d29e684905bcec56ba661d 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./ZTAP --url http://127.0.0.1:9200 --prefix ztap --progress plain 5. xerj autoindex map --url http://127.0.0.1:9200 Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt Licence: MIT. Keep the copyright notice and credit the authors.
corpus saadshabir--ztap · Operations and SRE
Related corpora: chaos-mesh, glasskube, SRodi/kubectl-datapath, NycolazSec/tcpcat
Operational intelligence with XERJ · Case study: reference coding for agents
Selected work
saadshabir/ZTAP
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Sign in with GitHub or Hugging Face to see more: every selected commit in full (commit date, every folder, licence review state, pin) and the pack builds of each corpus.
[](https://hub.xerj.org/contributors/saadshabir)
Included with the author's permission (email, 2026-11-03), under each repository's own licence, with attribution. Own more repositories? Sign in with GitHub and add them. Want something removed? Reply to the email, withdraw it on /add, or open an issue on xerj-org/xerj.