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cipheraxat/README.md
Pepe drinking coffee and coding

Akshat Anand

SDE2 @ Barclays · backend, distributed systems, AI agents, Inference

15 PRs merged upstream into vLLM, SGLang, NVIDIA Dynamo, Kubernetes and VS Code

LinkedIn · Twitter · Email

Tech stack

AWS Certified Cloud Practitioner AWS Certified AI Practitioner


About me

class AkshatAnand:
    name = "Akshat Anand"
    title = "Software Development Engineer II (SDE2)"
    company = "Barclays"
    location = "India"
    roles = [
        "Backend Engineer",
        "Distributed Systems Engineer",
        "LLM Inference Engineer",
        "AI Agents Engineer",
    ]
    certifications = ["AWS Certified Cloud Practitioner", "AWS Certified AI Practitioner"]

    skills = {
        "languages": ["Java", "Go", "Python", "TypeScript"],
        "backend": [
            "Spring Boot", "FastAPI", "REST APIs", "gRPC", "Microservices",
        ],
        "data": ["Apache Kafka", "PostgreSQL", "Redis", "pgvector"],
        "distributed_systems": [
            "Event-driven architecture", "Transactional outbox",
            "Idempotency", "Prometheus observability",
        ],
        "llm_inference": [
            "vLLM", "SGLang", "NVIDIA Dynamo", "KV cache", "Sampling kernels",
        ],
        "ai_agents": [
            "RAG", "LangGraph", "Tool calling", "Multi-agent systems",
        ],
        "cloud_devops": [
            "AWS", "Docker", "Kubernetes", "GitHub Actions", "Cloudflare Workers",
        ],
    }

    open_source = {
        "merged_prs": 15,
        "projects": [
            "vLLM", "SGLang", "NVIDIA Dynamo", "Kubernetes",
            "VS Code", "Playwright", "Appwrite", "Apple Pkl",
        ],
    }

Keywords: Backend Engineer · Software Engineer · Java · Spring Boot · Go · Python · Apache Kafka · PostgreSQL · Redis · Microservices · Distributed Systems · LLM Inference · vLLM · SGLang · NVIDIA Dynamo · RAG · AI Agents · Developer Tools · Semgrep · LangGraph · AWS Certified Cloud Practitioner · AWS Certified AI Practitioner · AWS · Kubernetes · Docker

Now

  • Building antibody: every fix becomes a verified Semgrep rule that coding agents can't break, enforced on agent edits and in CI
  • Building codereviewer_agent: multi-agent PR reviewer with unified RAG
  • Building briefly: AI briefing agent on Cloudflare Workers AI

Recent contributions · 2026

  • ✅ VS Code: keep the paused debug location range valid in chat (#342379)
  • ✅ vLLM: serve Gemma 4 on /v1/systemone and /v1/decisions (#62303)
  • ✅ SGLang: clamp glm4v request video budgets to the deployment limit (#43871)
  • ✅ vLLM: carry the boundary tie count across blocks in the split top-p mask kernel (#62046)
  • ✅ vLLM: reject mismatched float16/bfloat16 KV cache dtype (#60885)
  • ✅ NVIDIA Dynamo: keep NIXL telemetry capture when export is disabled (#15570)
  • ✅ SGLang: skip diffusion warmup preload when it would OOM (#40761)
  • ✅ Kubernetes: _total suffix for the endpoint slice controller metric (#140447)
  • ✅ VS Code: center Modern UI panel title tabs in the 32px header (#331612)
  • ✅ VS Code: Modern UI tabs reserve the close-button column so it doesn't overlay the filename (#330754)
  • ✅ Appwrite: return ISO8601 session expire from updateSession (#12891)
  • ✅ Playwright: pass client name on token-bypass connect (#41845)
  • ✅ VS Code: fix Modern UI editor tab decoration color on full label (#325291)
  • ✅ Apple Pkl: fix super method call inside a let expression (#1383)

✅ merged upstream · newest first

2025
  • ✅ DigitalOcean Gradient: wait_until_ready() for agent deployments (#56)

Projects

  • antibody: every fix becomes a rule your AI coding agent can't break. The LLM writes the check once, proves it against the real fix, and Semgrep enforces it on every agent edit and in CI. Python · Semgrep · static analysis · Claude Code
  • codereviewer_agent: LangGraph PR review pipeline with pgvector RAG
  • a2a-incident-agents: diagnosis + remediation agents in Spring Boot
  • usage-billing-pipeline: Go billing on Kafka, Redis, outbox, DLQ
  • CopilotPulse: local-first Copilot Chat analytics for VS Code

Marathons · weight training · too many terminal tabs

Pinned Loading

  1. vllm vllm Public

    Forked from vllm-project/vllm

    A high-throughput and memory-efficient inference and serving engine for LLMs

    Python

  2. antibody antibody Public

    Every fix becomes a verified rule that stops the mistake coming back, enforced on coding-agent edits and in CI. The LLM writes the check once; Semgrep runs it from then on.

    Python 1

  3. sglang sglang Public

    Forked from sgl-project/sglang

    SGLang is a high-performance serving framework for large language models and multimodal models.

    Python

  4. vscode vscode Public

    Forked from microsoft/vscode

    Visual Studio Code

    TypeScript

  5. dynamo dynamo Public

    Forked from ai-dynamo/dynamo

    A Datacenter Scale Distributed Inference Serving Framework

    Rust

  6. kubernetes kubernetes Public

    Forked from kubernetes/kubernetes

    Production-Grade Container Scheduling and Management

    Go