max_min

💻🧘‍♂️

[Suraj Sharma @suraj_sharma14]

CANCEL your weekend plans.

You NEED to:

• Master Context Engineering (it replaced Prompt Engineering)
• Build a custom MCP (Model Context Protocol) server from scratch
• Implement Trajectory Evals (grade the agent's steps not just the final answer)
• Add stateful persistence with Temporal dot io or LangGraph checkpoints
• Build inter-agent security (prevent Agent A from injecting Agent B)
• Track TTFT (Time to First Token) and ITL (Inter-Token Latency) not just total time
• Ship a local-first feature using MLX or WebLLM for zero-cost, private inference
• Build semantic caching with embedding similarity to kill 30% of your API bill
• Design graceful degradation chains (Opus fails → Sonnet → Local Llama → Cache)
• Implement async tool execution with webhooks for tasks that take >10 seconds
• Build a Data Flywheel that turns user thumbs-downs into tomorrow's golden dataset
• Add hard cost kill-switches per user and per tenant to prevent the $10k overnight bug
• Upgrade to Multi-Modal RAG (parse tables, charts and images not just plain text)
• Enforce typed state handoffs between agents (Pydantic models, never raw text)
• Set up Shadow Testing (route 5% of prod traffic to new prompts silently to compare)
• Implement Guardrails-as-Code (version control your safety rules like source code)
• Build a multi-tenant vector DB with strict row-level metadata filtering
• Write a public teardown of the hardest bug you fixed this week

You have way too much to do.

Bookmark & Repost.

[max_min @divmish_2003]

@myntra Wow @myntra @MyntraSupport

[max_min @divmish_2003]

@Myntra Your customer service is extremely disappointing.

I placed my order on 1 Aug through Myntra, with delivery promised by 9 Aug. When the order was delayed, I raised a complaint and was given 13 Aug as the resolution date.

[max_min @divmish_2003]

@myntra As the platform through which I placed the order, this needs to be addressed by Myntra. Please look into this urgently and provide a clear update on my order.

#Myntra #CustomerService #DelayedOrder #MyntraHelp

[max_min @divmish_2003]

What is this behaviour @myntra @MyntraSupport

[max_min @divmish_2003]

Why do tech tutors not suggest students to use Linux systems instead of windows..?

It's not that much though to make your windows, double reeboot Linux system.

[max_min @divmish_2003]

@coolcoder56 @striver_79 @takeUforward_ Is it from TCS nqt 2026 ..?

[max_min @divmish_2003]

@Airtel_Presence I shared all the details with you but still didn't get any update from your side.
@Airtel_Presence @airtelindia

[max_min @divmish_2003]

I made a payment through the bhim upi app to recharge my Airtel number. It shows success on Bhim Upi but recharge didn't happen.
I talked to the airtel customer support and they told me that the money will be refunded in your bank account soon.
The date of transaction 19/01/2026

[max_min @divmish_2003]

@airtelindia @Airtel_Presence @NPCI_NPCI @UPI_NPCI @NPCI_BHIM

[max_min @divmish_2003]

I made a payment through the bhim upi app to recharge my Airtel number. It shows success on Bhim Upi but recharge didn't happen.
I talked to the airtel customer support and they told me that the money will be refunded in your bank account soon.
The date of transaction 19/01/2026

[max_min @divmish_2003]

How much Heap is useful just for reducing complexity from O(nlogn) to O(nlogk) or anything else ..?
#DSA #ProblemSolving

[max_min @divmish_2003]

@grashmi78 Us bro 🫂😭

[max_min @divmish_2003]

@vednaaprapt Nazar is real🙂
evil eyes be like: hehehe😃😃😃

[max_min @divmish_2003]

@Shri_73_ Revision mode .... Let's Connect

[max_min @divmish_2003]

Leetcode 150 or Neetcode 150 ?

[max_min @divmish_2003]

Though I'm not good in photography 😭 still I'm trying.....
This weather feels something personal 🤌🏻💗
#Moonlight #NatureLovers #NightSky

[max_min @divmish_2003]

Revised Binary tree
✅ Implementation of a binary tree
✅ Height of a binary tree
✅ Diameter of a binary tree
✅Lowest common ancestor
✅Path sum
✅Path sum II

#DSA #revision #programming

[max_min @divmish_2003]

Mai bhii zinda hun 🫠

[max_min @divmish_2003]

@RiyaPandey1109 Congratulations