AK

Algo Trader....
Need any help to automate your trading. DM me, I will help to build your system.

[Aman @f_sicc]

Bennett University took action in the matter. Siddhi got rusticated from the college for ragging a girl and her gangmates got fined. Still no shame on her face 🤡. What will her father gonna do when she reaches home ☠️

[कल्पना श्रीवास्तव 🇮🇳 @Lawyer_Kalpana]

बेनेट यूनिवर्सिटी ग्रेटर नोएडा में लड़कियों का गिरोह जूनियर्स को रैगिंग के नाम पर बुरी तरह पीट रहीं है। थप्पड़ मार रहे, गालियां दे रहे, परिवार की इज्जत तक पर सवाल उठा रहे।

ये शिक्षा नहीं, गुंडागर्दी है। प्रशासन और पुलिस फौरन एक्शन ले, वरना ये कल्चर पूरे कैंपस को बर्बाद कर देगा।

[AK @QuantTrader_Hyd]

Thanks, finally the issue has been resolved. Thanks to @tejaskhoday for very quick response(this is a great learning for me, how a ceo can be super fast) and @FyersSupport social media support team for rigorous follow-up till the issue is resolved.

[AK @QuantTrader_Hyd]

Very pathetic service from @fyers1 almost a month still they are unable to activate my account or can't process to open a demat account. I'm following through phone calls in the tech era. Still they are saying, they will check the status and call back.
@tejaskhoday

[Indrazith Shantharaj @indraziths]

People are dying every day in Iran & Gulf regions. Many civilians are trapped without food, medicines, or basic services.

Yet for some people, the biggest complaint is the absence of non-veg food during a journey.

Sometimes we forget how privileged our problems really are. 🙏

[AK @QuantTrader_Hyd]

@HMWSSBOnline @hmwssbed I will help to earn in lakhs from my area. There are many houses waste the water to just clean infront their houses and cars. I can give you photos and videos. Just can't find right app/site to report the water wastage.

[AK @QuantTrader_Hyd]

@ksushil11s @fyers1 @tejaskhoday I opened @fyers1 ac very longback, very smooth process. I was inspired by @tejaskhoday. My account was inactive, now I want to restart & completed kyc. My ac activated but equity/fno not active, they want me to open demat under fyers. After kyc almost 1m no update till now.

[Katyayani Shukla @aibytekat]

Instead of watching Netflix, watch this interview of Anthropic’s CEO

[Anuradha Tiwari @talk2anuradha]

The government is leaving us no option but to demand a 'Separate State for General Category', where we can make our own policies.

No Descrimination. No Reservation. No Freebies.
100% Merit State.

#WeDemandGCState

[Anugrah Shrivastava @anugrah_shrivas]

"Home bias" is a real risk for most portfolios, and global diversification is critically important to building a resilient, winning portfolio in the long run.

To solve this, we are introducing International Investing for Indian retail investors on @TickertapeIN . By leveraging the GIFT City framework, we’ve made global diversification as seamless as buying a local stock.

You can now back global themes like the AI boom, Space, Quantum Computing, and Uranium with as little as $1. No more complex paperwork or manual LRS hurdles—just a fully digital and compliant gateway to global assets.

Own the brands you use and the future you believe in—wherever they are. Try global investing: https://t.co/XwQ2YTPGy4

[AK @QuantTrader_Hyd]

@matt_elevenlabs 11B

[AK @QuantTrader_Hyd]

@v_computer I would like ro try too.

[AK @QuantTrader_Hyd]

@dimiwonders Wonda

[Sridhar Vembu @svembu]

Professor Kamakoti works in deep tech: micro-processor design. He is the Director of IIT-Madras, the best technological institution in India. He serves in the NSAB.

He richly deserves the honour.

I have defended him on scientific grounds and I will do so again: cow dung and cow urine have excellent microbiome that could be valuable for humans.

It is the slavish colonial mindset that thinks these are not scientific propositions worthy of investigation. Some day, when Harvard or MIT publish a study on this, these enslaved minds would worship that as the gospel truth.

[AK @QuantTrader_Hyd]

@blinkdotnew Blink

[Blink.new @blinkdotnew]

Introducing the first vibe coding platform that builds agentic AI apps.

Build AI that thinks, searches the web, executes code, and completes tasks end-to-end.

One-shots Cursor, Perplexity, Gamma, and more.

In celebration of our launch, we're giving away a free month to everyone who replies.

Repost and reply “Blink” below and we'll DM you the credits 👇

[God of Prompt @godofprompt]

Vibe coding without this prompt is a waste of time.

--------------------------------
LEAD SOFTWARE ARCHITECT
--------------------------------

You are my lead software architect and full-stack engineer.

You are responsible for building and maintaining a production-grade app that adheres to a strict custom architecture defined below. Your goal is to deeply understand and follow the structure, naming conventions, and separation of concerns. Every generated file, function, and feature must be consistent with the architecture and production-ready standards.

Before writing ANY code: read the ARCHITECTURE, understand where the new code fits, and state your reasoning. If something conflicts with the architecture, stop and ask.

---

ARCHITECTURE:
[ARCHITECTURE]

TECH STACK:
[TECH_STACK]

PROJECT & CURRENT TASK:
[PROJECT]

CODING STANDARDS:
[STANDARDS]

---

RESPONSIBILITIES:

1. CODE GENERATION & ORGANIZATION
• Create files ONLY in correct directories per architecture (e.g., /backend/src/api/ for controllers, /frontend/src/components/ for UI, /common/types/ for shared models)
• Maintain strict separation between frontend, backend, and shared code
• Use only technologies defined in the architecture
• Follow naming conventions: camelCase functions, PascalCase components, kebab-case files
• Every function must be fully typed — no implicit any

2. CONTEXT-AWARE DEVELOPMENT
• Before generating code, read and interpret the relevant architecture section
• Infer dependencies between layers (how frontend/services consume backend/api endpoints)
• When adding features, describe where they fit in architecture and why
• Cross-reference existing patterns before creating new ones
• If request conflicts with architecture, STOP and ask for clarification

3. DOCUMENTATION & SCALABILITY
• Update ARCHITECTURE when structural changes occur
• Auto-generate docstrings, type definitions, and comments following existing format
• Suggest improvements that enhance maintainability without breaking architecture
• Document technical debt directly in code comments

4. TESTING & QUALITY
• Generate matching test files in /tests/ for every module
• Use appropriate frameworks (Jest, Vitest, Pytest) and quality tools (ESLint, Prettier)
• Maintain strict type coverage and linting standards
• Include unit tests and integration tests for critical paths

5. SECURITY & RELIABILITY
• Implement secure auth (JWT, OAuth2) and encryption (TLS, AES-256)
• Include robust error handling, input validation, and logging
• NEVER hardcode secrets — use environment variables
• Sanitize all user inputs, implement rate limiting

6. INFRASTRUCTURE & DEPLOYMENT
• Generate Dockerfiles, CI/CD configs per /scripts/ and /.github/ conventions
• Ensure reproducible, documented deployments
• Include health checks and monitoring hooks

7. ROADMAP INTEGRATION
• Annotate potential debt and optimizations for future developers
• Flag breaking changes before implementing

---

RULES:

NEVER:
• Modify code outside the explicit request
• Install packages without explaining why
• Create duplicate code — find existing solutions first
• Skip types or error handling
• Generate code without stating target directory first
• Assume — ask if unclear

ALWAYS:
• Read architecture before writing code
• State filepath and reasoning BEFORE creating files
• Show dependencies and consumers
• Include comprehensive types and comments
• Suggest relevant tests after implementation
• Prefer composition over inheritance
• Keep functions small and single-purpose

---

OUTPUT FORMAT:

When creating files:

📁 [filepath]
Purpose: [one line]
Depends on: [imports]
Used by: [consumers]

```[language]
[fully typed, documented code]
```

Tests: [what to test]

When architecture changes needed:

⚠️ ARCHITECTURE UPDATE
What: [change]
Why: [reason]
Impact: [consequences]

---

Now read the architecture and help me build. If anything is unclear, ask before coding.

[AK @QuantTrader_Hyd]

@Jindo_1307979 1505

[QuantInsti @QuantInsti]

📷

As we close out 2025, we are reaching out with gratitude to the community that makes QuantInsti’s Quantra so vibrant. This year has been a milestone for us, as our resources reached over 1.2 million users worldwide.

Our community is a testament to the fact that anyone can start to learn quantitative trading. We are proud to be a diverse global network representing over 190 countries. Our strength lies in our balance: 51% of our learners come from engineering backgrounds, while 49% come from non-engineering backgrounds.

We set a humble goal to bring quality education to 200,000 aspiring quants before the end of 2025. Whether you were one of the 184,589 learners already enrolled in our free track or joined us during this holiday season, your participation helps us share the joy of learning.
Why our community thrives:
• Inclusive Experience: We welcome everyone, from entry-level professionals (45.8%) to senior-level experts (20.2%).
• High Standards: We are honored by an average rating of 4.55/5 from over 11,000+ ratings, including 5,854 five-star reviews.
• Trusted Partners: Our mission is supported by esteemed institutions like the CMT Association, NSE Academy, and Quantpedia.

• Localized Innovation: For our members in India, we continue to develop new ways to automate strategies using Zerodha Kite Connect.

As we head into 2026, we invite you to be part of this growing journey. Your support strengthens our mission to provide high-quality, free education to traders everywhere.

🔗 Join the 184K+ Learners: https://t.co/X4uOjQHKMe

#NewYear2026 #QuantCommunity #QuantitativeTrading #AlgoTrading #GlobalLearning #FinTech #QuantInsti #TradingEducation #DataScience #SuccessTogether

[Aryan Mahajan @aryanXmahajan]

Gemini 3.0 + Lindy + Perplexity = AI Content Infrastructure that generated 30M views last quarter...

This 3-agent system replaces entire content teams automatically using AI strategist + producer + analyst architecture...

→ No more $15K-$30K monthly payroll for 4-person content teams
→ No more 20+ hours weekly spent planning content calendars manually
→ No more creative bottlenecks killing your posting velocity
→ No more analysts tracking metrics in 10 different spreadsheets

Just 3 AI agents → autonomous content infrastructure that runs 24/7.

Here's how it works:
→ Strategy Agent (monitors trends, identifies angles, builds calendars automatically)
→ Production Agent (generates platform-native posts, maintains brand voice across 1000+ posts)
→ Analysis Agent (tracks engagement, identifies patterns, optimizes continuously)
→ Multi-Platform Publishing (LinkedIn + Twitter content deployed simultaneously)
→ Performance Loop System (learns what works, compounds results weekly)

Built with Fortune 500 content velocity.
Runs 24/7 without creative bottlenecks.
Zero payroll overhead. Enterprise quality.

Results from deployments:
• 30M+ organic views generated
• $500K+ in qualified pipeline revenue
• 25 posts weekly (up from 5 posts with manual teams)
• One creator: $20K writer team → $500 AI infrastructure

Want the complete system?

Like + comment "LINDY" + repost, and I'll DM it to you.
(must be following)