Ankit Aggarwal

👋 Hello World! 🌍 ​I’m a Software Engineering Lead passionate about building scalable, high-performance systems. Here is a look at my current tech stack: ​🚀 Backend: Python | FastAPI ⚙️ DevOps: GitHub Actions | CI/CD | K8s 🛠️ Automation: Progress Chef 💾 Data: Postgres HA Clusters 🎨 Frontend: React (not fulltime) ​I’ll be sharing deep dives into automation, deployments, advanced Python topics, GenAI stuff and clean code. At personal front i like cricket, Even watch other sports a lot. I am also interested in financial topics like Taxation, Investments and Insurance. ​Follow @TechAheadAnkit for interesting technical content! Also A bit of personal topics too like taxation, finance 💡 ​#SoftwareEngineering #Python #DevOps #Kubernetes #FastAPI #TechLead

@PythonPr 6

I do have a DP and you're still calling me a ‘balding weirdo’? 😂 You're the one with no DP, yet you're obsessing over my looks and hairline. That's actually wild. I'm not dying to see your picture at all — sorry if it came across that way. I just pointed it out because if you're so concerned about looks, why don't you keep your own DP on? "Doesn't take away my correct points?" These are opinions and if you are saying you are right that doesn't mean I am wrong. I am putting my opinions. Anyways let's end it here.

@TechAheadAnkit @Dhimahi11 A cool bath 😂😂 “so sick” okay keep speaking in Indian. DP? It’s not about courage it’s about not feeling the need for you balding weirdos to see my pic. Doesn’t take away from my correct points.

Boys should also focus on their looks and dress sense. If you go out and notice one thing, you will see that 8 out of 10 girls look pretty, well-dressed, and just well-groomed, but witnessing a good-looking man is a rare moment. Just 10 out of 100 boys look good and above average.

@vikrambuilds Debugging

Which is the most underrated skill as a developer? Curious to know?

@Rizwanabbasi022 Did it in mind with few seconds 120%. Nice question.

You can't use the calculator.

@amishha06 Without any doubt.

Debugging is 10x harder than coding 😭 Real devs know this. True? 👇

@bhogleharsha It's all about captaincy and Teams performance. Rishabh Pant is not doing good. They must look for another captain now. Looks like his career is ending soon.

It will take #LSG a long time to recover from this. 160 was gettable, the bowlers had done a decent job and then to lose by 40 runs will be a body blow.

@FrankStephen14 @0xlelouch_ Should you not need secret to create signature? Algorithm is common but security lies in Signature create with your JWT secret Signature= HMACSHA256}(base64UrlEncode(header) + "." + base64UrlEncode(payload), secret)

@TechAheadAnkit @0xlelouch_ You assume the algorithm used for the signing is formidable. If none algorithm is used, it can easily be manipulated

Your JWT tokens contain user role in payload: {"user_id": 123, "role": "user"}. A hacker changes it to "role": "admin" in the token and gains admin access. How is this possible and how do you prevent it? [Topic: JWT Security]

@ravindranag_ @0xlelouch_ Basically what I wanted to say is Sigature is create with header and payload. If hacker modified the payload, which is actually coded, automatically invalidated the signature which was created with JWT secret which you have in your server. Correct me?

@TechAheadAnkit @0xlelouch_ No, you can decode jwt without the secret. The secret is actually used for verifying the signature with which the payload was encoded. That's how we verify the payload is coming from a trusted place. Hence it's not advised to include PII in jwt.

@gpkpavan143 Thanks a lot. Much appreciated

@TechAheadAnkit I think this geeksforgeeks article covers pretty much, you can go through it. geeksforgeeks.org/system-design/…

Microservices Design Patterns 💥 Series 1 : Data Management Pattern Name : Saga( Choreography-based) 💃 Most devs don't know how Amazon handles a failed payment without corrupting your order. No rollback. No global transaction. Just the Saga pattern — Choreography style. Here's the full breakdown 🧵

@gpkpavan143 Do you have any link to good article? Before checking with AI i just wanna read about it

@TechAheadAnkit Yes that ID helps you to track your request flow from start to end as the request travels across many microservices

@ayuszzzz Awesome.

@TechAheadAnkit my insta page is related movie clips

If your graph looks like this no one gonna stop your reach

@ayuszzzz But you are doing good in Instagram 👏

@TechAheadAnkit yes

@ayuszzzz Post that apple will be launching satellite and Starlink will be Launching SkyPhone 😁

elon muck should buy apple

@ayesha_fatiima See description, I made vlog on my personal life 😁😁

@ayesha_fatiima Is there anything more overrated then this? I never understood how he got these many followers and what content he create. Never watched even a single video

Name one of the most overrated YouTube channels. I’ll go first:

So i was using Claude 4.6 with my Copilot today. I asked claude in Agent Mode to write some code for me and given context to one method which was having recursion. I was expecting correct code but it failed to identify recursion in solution of new code and wrote wrong code. Now tell me .... Can vibe coder find the this wrong Code generated by AI? #Claude #Copilot #VibeCoding

@_Chandan_17 Python 3.14.4 :)

Can you name a single language better than Python?

@ayuszzzz You are doing pretty well 10K plus are always good.

Yesterday was peak for me

@gpkpavan143 This is something I want to implement Correlation ID in logging. I hope this is for logging only right?

The Catch The hard truth: Debugging a failure across 5 services with no coordinator is painful. You need: → Distributed tracing (Jaeger / Zipkin) → Correlation IDs on every event → Dead letter queues for failed messages Without observability, choreography becomes a mystery 🕵️