OPN-GOLU // OPERATOR BRIEF

01 / cover · operator dossier

▮▮ SYSTEMS / INFRASTRUCTURE ▮▮PKT · 01 / 09

BUILDING
INFRASTRUCTURE
SOFTWARE.

GOLU//Chitranshu Dhakad · Backend & Systems Developer

Deployment engines, databases, and networking tools — built from scratch.

operator active · jaipur, india · open to backend / systems roles

02 / origin story · the lore

Started late.
Went deep.

I started at 17, stopped once, then came back determined to learn the layers most tutorials hide. Now I build protocols and infrastructure from scratch — because understanding failure modes is how I learn. DDIA is my bedside reading; my daily driver is a 150-minute DSA protocol followed by six hours of systems engineering.

Mission
OPN-GOLU / zero → systems swe / saas founder · jan 2027
Core Mantra
Better late than never.
started17stopped once, came back
methodFROM SCRATCHno tutorial shortcuts
currentAEROCLOUD + GOnetwork programming
directionDISTRIBUTEDsystems · internals
03 / capability matrix · evidence-backed

Capability, with receipts.

>>>Protocols

TCP/IPRESPHLSWebSockets

>>>Runtimes

Node.jsTypeScriptGoBash

>>>Data

RedisSQLitePostgreSQLMongoDB

>>>Infra

DockerdockerodeLinuxReverse proxy

no self-rated percentages — every layer links to a repo that uses it

04 / telemetry · live github feed

Telemetry, actually live.

contributions · 2026
0
github grid · public + private
public repos
0
live via rest api
peak day
0jul 11
max contributions in one day
latest push
aerocloud
aug 30 · 2370e78
latest commit
fix(deploy): fixing deployment issue by gh
head of most recent public push
operator active· last push 37h ago
dsa protocol
0min/day
trees · ts + go
reading list
DDIA
designing data-intensive apps

live feedsource: github rest api + contribution grid · synced 2026-08-31 23:14Z · cache 1h

05 / build log · operator evolution

The path from failure to mastery.

  1. T-3Y

    Initial attempt at coding at 17. Failed — lack of focus and hardware.

    ORIGIN
  2. T-1Y

    Acquired own machine and internet. Committed to the “Game Over” mindset.

    RESTART
  3. T-6M

    Pivoted from tutorial-MERN to backend plumbing. Raw net sockets, no frameworks.

    PIVOT
  4. APR 2026

    Launched the flight plan: zero → 1Cr-level systems SWE by Jan 2027. Public daily grind.

    LAUNCH
  5. MAY 2026

    Built video-streamer engine: range requests, pre-transcoded HLS, O(1) L2 LRU cache, throttling.

    PROJECT
  6. JUL 2026

    Stress-tested concurrency in two runtimes — 1M Node scan tasks and 12M Go goroutines. macOS unresponsive. Postmortems logged below.

    STRESS TEST
  7. JUL 2026

    Building AeroCloud — self-hosted PaaS with dockerode, SQLite routing DB and dynamic subdomain proxy. DSA daily in TS + Go.

    ACTIVE
  8. NEXT

    Raft consensus DB, Docker-from-scratch (cgroups/namespaces), then SaaS launch + elite SWE hunting.

    PHASE 3/4
06 / mission targets · repositories

Active mission targets.

▸ rendered from lib/data.ts — add a project object and a card appears. no markup required.

ACTIVETS · repo

video-streamer

High-concurrency seekable HLS streaming server. AES-128 segment encryption, GOP-aligned FFmpeg transcoding pipelines, and an O(1) L2 in-memory LRU cache built from a Map + doubly-linked list.

TypeScriptFFmpegHLSAES-128
ACTIVETS · repo

git-lite

Custom version control system in TypeScript. Content-addressable object storage and directory hierarchies serialized into Merkle trees for immutable state.

TypeScriptMerkle TreesCAS
ACTIVETS · repo

proto-redis

In-memory TCP socket cache mimicking Redis. Custom RESP parser that survives TCP stream fragmentation, with command pipelining and key eviction.

TypeScriptTCPRESP
BUILDINGTS · repo

aerocloud

Self-hosted developer PaaS engine — programmatic Docker builds via dockerode, SQLite routing DB, ephemeral port bindings and dynamic subdomain proxying. The current grind.

TypeScriptdockerodeSQLite
ACTIVEGO · repo

goport-scan

Concurrent TCP port scanner + banner grabber in Go — worker pools, read deadlines, signature-based service identification. Survived a 12M-goroutine stress test (see postmortem).

Gonetconcurrency
DEPLOYEDTS · repo

sync-cli

AI-powered documentation synchronizer published on npm. Watches git diff events and uses the Gemini API to auto-update system READMEs.

TypeScriptGemini APInpm
+full repository grid ↗
github.com/GoluScriptMage
07 / wiring · aerocloud architecture

AeroCloud self-hosted PaaS

CLIdeploy / list / destroy
GATEWAYexpress api
BUILDERdockerode · docker.sock
PROXYsubdomain routing
ROUTES DBsqlite
CONTAINERephemeral ports

Push code, get a subdomain. AeroCloud automates local build scripts, streams live build logs over the Docker socket, assigns ephemeral ports, persists routes in SQLite, and reverse-proxies *.aerocloud.local to the right container. A Render/Dokku clone — built to own the whole request path.

08 / stress tests · incident postmortems

More workers more throughput.

Two runtimes, same lesson. Deliberate stress tests of my own concurrency models — each one ended with an unresponsive machine and a precise understanding of why.

GO / GOROUTINE STORM

RUNTIME
GO
SCAN RANGE
1 – 65,535 PORTS
REQUESTED WORKERS
12,000,000 GOROUTINES
JOB BUFFER
100
RESULT BUFFER
100
STACK FLOOR
≈ 22.9 GiB (12M × ~2 KiB)
OUTCOME
MACOS UNRESPONSIVE

Most of the 12M goroutines never scanned a port — there were only 65,535 jobs. The 100-slot channel applied backpressure correctly; the mistake was unbounded producer creation.

evidence · commit 3a3e31c

NODE / TASK FLOOD

RUNTIME
NODE.JS · TYPESCRIPT
SCAN RANGE
1 – 65,535 PORTS
REQUESTED TASKS
1,000,000
QUEUE
100 · console consumer
EFFECT
PRODUCERS STALLED BEHIND CONSUMER
OUTCOME
SYSTEM UNRESPONSIVE

Same architecture, same lesson: a bounded 100-slot queue in front of a slow console consumer left a million pending scan tasks waiting — the queue didn't fail, it did its job and said 'slow down'.

What changed
  • bounded concurrency — worker count capped by available jobs
  • backpressure is a signal, not a bug
  • benchmarks over guesses
  • system limits are part of the design
09 / open uplink · sign-off

Let’s build
hard things.

Seeking backend / systems engineering opportunities, open-source collaboration, and hard problems involving networks, protocols and high-performance runtimes. If you have one — open an uplink.

uplink ready — 09/09 sections transmitted · response latency < 24h

open_uplink ↗

chitranshudhakad.dev@gmail.com

Operator
Chitranshu Dhakad (GoluScriptMage)
X / Twitter
@thewebgolu
Status
OPN-GOLU — 09 sections · 2026.07
Classification
AMBER WARNING — operator dossier
Hash
GM-02 · sha-256 · 7e8d2c11ab44f021…
Base
JAIPUR · INDIA · 26.91°N 75.78°E
SIGNED GOLU · 2026 · BUILT WITH NEXT.JS + THREE.JSEND OF TRANSMISSION ///