Prajwal Moras
Prajwal Moras'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 @pm32900 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 ifa corpus
p95labs/ifa: Read-only diagnostics for LLM inference on Kubernetes. Correlates vLLM and Triton telemetry with cluster state into 19 coded…
- Look up how ifa implements golang, gpu, helm, with answers cited to file and line.
- Reuse a worked example: the commit “dynamic multi-scrape integration validation (Scenarios A-F)” (6 files · Go, shell).
- Answer from ifa's real Go source instead of memory (AI, prompts and agents).
- Where does ifa handle “dynamic multi-scrape integration validation (Scenarios A-F)”?
- How does ifa implement golang?
- What does test do in ifa?
Search the GitHub repository p95labs/ifa with XERJ (https://hub.xerj.org/corpus/p95labs--ifa). 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/p95labs/ifa ifa && git -C ifa checkout c2f82591bb5414e8c9b176a4831ca49062b16fa6 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./ifa --url http://127.0.0.1:9200 --prefix ifa --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: Apache-2.0. Keep the copyright notice and credit the authors.
corpus p95labs--ifa · AI, prompts and agents
Related corpora: harbor, flux2, mattsu2020/kubectl-hpa-status, abdullahhanif-001/elite-ebpf-telemetry
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
p95labs/ifa
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Not installable yet: this corpus is not in the hub registry until its licence review passes, so xerj corpus add and xerj ask cannot fetch it. It becomes installable when this card says live in the hub.
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/pm32900)
Included with the author's permission (email, 2026-10-23), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.