Muhammad Saad Shabir

Muhammad Saad Shabir

Corpus Hub contributor since 2026-11-03

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.

1corpus
1selected commit
5files
786lines
★ 3GitHub stars on repo

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…

Example questions
Paste it into your AI agent. It clones the repo at the pinned commit and indexes it on your machine.
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

GitHub ★ 3

saadshabir/ZTAP

a1590e7798 test: add multi-node policy churn and TCP continuity gate
selected commit: 5 files · 786 lines · Go · tools, the project root

The corpus is the whole repository at the pinned commit, not only the files of the selected commit.

live on the hub · licence clearedcorpus saadshabir--ztapOPSMITcontainer-networkingebpfgolangkuberneteslinuxnetwork-policy agreed 2026-11-03
XERJ Corpus Hub contributor badge
[![XERJ Corpus Hub contributor](https://hub.xerj.org/contributors/saadshabir/badge.svg)](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.