Yogesh Patil — DevOps Architect — and on the other plane, Digital Alchemist

DevOps & Site Reliability Engineer: I design infrastructure that stays calm under load.

PNL-01 · FLEETLIVE
100+ECS SERVICES
6 ENVSARM64 ✓
PNL-02 · DEPLOY FEEDOCD
PNL-03 · ENV RADAR6/6

Environments online: DEV, QA, SB, STG, PROD, PROD2

PNL-04 · COSTECS
Client cost cut by ECS rightsizing: 75%
02 / Manifesto

Manifesto

  1. I BUILD THE ROBOTthe second timeI DO ANYTHING.
  2. I CHECK TWICEso productionNEVER HAS TO.
  3. I PROVE IT FIRST,then I make itBEAUTIFUL.
  4. I AUTOMATE THE BORINGso people get to doTHE BRILLIANT.
  5. I BELIEVE IN BORINGinfrastructure andBOLD DESIGN.

03 / Flight path · the YogX map

Two axes.
One original output.

Most engineers pick a side: stable or creative. I work on both planes at once. Scroll and watch the work travel from pure stability towards the top-right corner, where it becomes OG.

X → StabilityY ↑ CreativityOG = both, at full strength
  1. EC2 → ECS migration: pure stability
  2. Terraform everything: infra as code
  3. arm64 fleet: cheaper, by design
  4. Custom Lambda runtimes: Rust & C, for fun
  5. HeartBeat · OCD: tools people love

04 / Mission files · Each mission gets its own world

Scene 01 — CommandCenter

Releases that check themselves.

Every deploy changelog is parsed, matched against what really exists in AWS, and scored before a human ever reviews it.

rules
42
manual → auto
~33%
  CommandCenter · pre-verify
YX-0412changelog.md✕ FAIL
YX-0413automation.json! MISSING
YX-0417changelog.md✕ FAIL
YX-0420lambda: wrong env✕ FAIL
YX-0426changelog.md! TYPO
YX-0431table not found✕ FAIL

VERIFIED
CLEAN FOR REVIEW
Scene 02 — HeartBeat Portal

One pulse for every service.

Self-built ECS health and cost dashboard: every service across every environment, overloaded ones flagged first, memory-leak hints, 6-hour trends. The CEO praised it publicly.

envs, auto-rotate
4
trend lines
6h
HEARTBEAT · LIVE

Heartbeat monitor: steady pulse, about 72 beats per minute, across 6 services.

  • auth
  • agent-cud
  • codegen
  • gateway
  • ledger
  • notify
Scene 03 — EC2 → ECS

Loose servers, packed into order.

100+ containers moved off memory-starved 8 GB EC2 boxes (constant out-of-memory crashes) onto right-sized ECS with autoscaling, inside the old budget. Then the whole fleet went x86 → arm64.

containers
100+
client cost cut
75%

Scene 04 — OCD pipeline

One changelog in. Deploys out.

One-Click Deployment, which I led with a team of 3. An orchestrator reads a formatted changelog, decides create-or-update for every ECS, Lambda, API and DynamoDB change, and dispatches it. It replaced releases that needed 5–6 engineers by hand.

engineers → 0
5–6
changelog
1
BUILD
TEST
SB
PROD
YX-0412changelog.md

Mission
log

05 / Intern to lead, in order · years ≈ placeholder
  1. 2023T+0 · LAUNCH

    Joined as an intern. First task: reusable Terraform modules.

    Including the ECS module the whole team still builds on. New environments went from hand-built to a few inputs, and the 6+ environments stopped drifting apart.

    6+ENVS, ONE MODULE
  2. 2023T+1 · FIRST BIG BURN

    EC2 → ECS migration, picked by the CTO.

    100+ containers off crash-prone 8 GB EC2 machines, one task per service, CPU and memory autoscaling, all inside the old EC2 budget.

    100+CONTAINERS MOVED
  3. 2024T+2 · STAGE TWO

    The whole fleet to arm64 (Graviton).

    100+ services × 6 environments: Dockerfiles, base images and build pipelines rebuilt for arm64.

    ×6ENVS ON ARM64
  4. 2024T+2 · GROUND SYSTEMS

    One deploy pipeline for every service.

    Parent-child dynamic GitLab CI/CD: deploy any service to any of 6 environments from a single place.

    1PIPELINE, 6 ENVS
  5. 2025T+3 · TELEMETRY

    HeartBeat, built on my own.

    The ECS health and cost dashboard the team watches. The CEO shared it publicly on LinkedIn.

    CEOPRAISED IT
  6. 2025T+3 · COMMAND

    Led OCD, One-Click Deployment.

    A team of 3; changelog-driven automation that replaced error-prone releases run by 5–6 engineers.

    3PERSON TEAM, LED
  7. NOWT+3.5 · IN ORBIT

    DevOps & Site Reliability Engineer.

    Still curious, still shipping originals.

    ✓ HASHICORP TERRAFORM ASSOCIATEAWS SOLUTIONS ARCHITECT · IN PROGRESS
    OGORIGINAL OUTPUT

Field transmissions.

06 / Writing from beneath the abstraction
TX-01 · AWS LAMBDA

Rust and C walk into a Lambda: custom runtimes for the impatient.

LINK SOON
TX-02 · TERRAFORM

Writing your own Terraform provider, from zero.

INCOMING…
TX-03 · ECS

What 100 services taught me about right-sizing.

INCOMING…

*A DevOps engineer built this. Frontend folks, no pressure.

07 / Signal

Let's build something
original.

Available for new work · replies in 4–8 hours