Kipkoech Ezra

Electrical and Telecommunications Engineering student||Web developer

[Man City Fever @mancityfever2]

Pep's last trophy...he knew it 💔

[Wisdom Stoics @WisdomStoics]

Rule number one:

[⚡️🇧🇼 @Priceless_MCI]

This is the greatest PL picture of all time

[J⟁MΞS @Mukuvi_]

All the ways are leading to @UoE_Main

[pulkit mittal @pulkit_mittal_]

Learn one strong language (Java / Python / JS)
↓
Master DSA basics + targeted practice
↓
Core CS (OS, DBMS, Networks)
↓
Build 2–3 real projects (deployed, not toy)
↓
Learn backend fundamentals (APIs, auth, SQL/NoSQL)
↓
System design basics
↓
Polish resume (impact + clarity)
↓
Apply smartly (referrals + career pages)
↓
Targeted LeetCode + mock interviews
↓
Behavioral prep (STAR stories ready)
↓
Onsite rounds + follow-up
↓
Negotiate offer
↓
Congrats! You have a job!

[Vivo @vivoplt]

You’re building an app.

You don’t want to manage servers.
You don’t want to deal with auth.
You don’t want to write APIs.

You choose Supabase.

Postgres is ready.
Auth works.
Storage works.
Realtime works.

You ship fast.

It feels like the backend is gone.

Then the app grows.

More users.
More data.
More features that actually matter.

And production starts behaving oddly.

Some queries return empty results with no obvious error.
Row Level Security blocks data you expect to see.
Realtime subscriptions feel slower as usage increases.
One inefficient query suddenly affects the entire app.

What’s actually happening isn’t mysterious.

You didn’t remove the backend.
You moved it.

Supabase is not “no backend”.

It’s:
• A managed PostgreSQL database
• Exposed directly to the client
• With access control enforced inside the database

That design choice changes how everything works.

In a traditional setup:
Client → Server → Database
Your server handles auth, validation, and business logic.

With Supabase:
Client → Database
The database takes on those responsibilities.

That means your database becomes:
• The API your frontend talks to
• The place where permissions are enforced
• The layer where business rules live
• The main factor in performance

Security now lives in Row Level Security policies.
Every query is filtered by those rules.
If a policy is wrong or inefficient, queries fail or slow down quietly.

Logic moves into SQL, functions, and triggers.
Instead of fixing a route handler, you’re debugging database behavior.

Performance still works the same way it always has.
Indexes matter.
Joins matter.
Schema design matters.

Supabase removes infrastructure work.
You don’t manage servers or deployments.

But it doesn’t remove database work.

You still have to:
• Understand how Postgres executes queries
• Design tables and relationships carefully
• Think about access patterns from the client
• Watch for slow or expensive queries

Supabase makes starting easier.

The rest is still on you.

[Krishna Agrawal @Krishnasagrawal]

Stop wasting hours trying to learn AI. 📘📚

I have already done it for you.

With one list. Zero confusion. And no fluff

📹 Videos:

1. LLM Introduction: https://t.co/OLkDaY7H7g

2. LLMs from Scratch: https://t.co/2N91lxtSh1

3. Agentic AI Overview (Stanford): https://t.co/4xX3JiNUlm

4. Building and Evaluating Agents: https://t.co/paoZnUdySm

5. Building Effective Agents: https://t.co/TICgQVUFCk

6. Building Agents with MCP: https://t.co/EPKu3G7Fms

7. Building an Agent from Scratch: https://t.co/U3XSK0Qx85

8. Philo Agents: https://t.co/wGNERv8TpH

🗂️ Repos

1. GenAI Agents: https://t.co/mmvbJpOSlG

2. Microsoft's AI Agents for Beginners: https://t.co/zQLhaT3Wpl

3. Prompt Engineering Guide: https://t.co/wYFPPKX4H1

4. Hands-On Large Language Models: https://t.co/92ZZJh6MXG

5. AI Agents for Beginners: https://t.co/zQLhaT3Wpl

6. GenAI Agentshttps://lnkd.in/dEt72MEy

7. Made with ML: https://t.co/gvzfW6aKnf

8. Hands-On AI Engineering:https://t.co/DHTvNbpMVk

9. Awesome Generative AI Guide: https://t.co/jfjbl5CQvA

10. Designing Machine Learning Systems: https://t.co/KIV2X9uKQs

11. Machine Learning for Beginners from Microsoft: https://t.co/Gdl4oZxQEY

12. LLM Course: https://t.co/59QVZqGED0

🗺️ Guides

1. Google's Agent Whitepaper: https://t.co/Psy7vqkVR2

2. Google's Agent Companion: https://t.co/sdw5mZhsOM

3. Building Effective Agents by Anthropic: https://t.co/euyR1t8Dg0.

4. Claude Code Best Agentic Coding practices: https://t.co/psPsyWWMwH

5. OpenAI's Practical Guide to Building Agents: https://t.co/67B9XaLolZ

📚Books:

1. Understanding Deep Learning: https://t.co/j5xz5XfkFL

2. Building an LLM from Scratch: https://t.co/TX8BJPpxX0

3. The LLM Engineering Handbook: https://t.co/rSWCiuvZYW

4. AI Agents: The Definitive Guide - Nicole Koenigstein: https://t.co/m3Tq3vE6Go

5. Building Applications with AI Agents - Michael Albada: https://t.co/QM4mYlYdWh

6. AI Agents with MCP - Kyle Stratis: https://t.co/sIqEe430D6

7. AI Engineering: https://t.co/hs4bN4xFAV

📜 Papers

1. ReAct: https://t.co/k3tFy7pbvR

2. Generative Agents: https://t.co/yQp1Tjl94i.

3. Toolformer: https://t.co/RKBauj9GVX

4. Chain-of-Thought Prompting: https://t.co/fVqbr68wvt.

🧑🏫 Courses:

1. HuggingFace's Agent Course: https://t.co/OYgR6C8HNd

2. MCP with Anthropic: https://t.co/n5nnFc9DUC

3. Building Vector Databases with Pinecone: https://t.co/MLhJnfbdGG

4. Vector Databases from Embeddings to Apps: https://t.co/31zEvnwtfZ

5. Agent Memory: https://t.co/ldYc6RVmMj

Repost for your network ♻️

[Swapna Kumar Panda @swapnakpanda]

25 FREE Courses for Absolute Beginners in 2026:

1. Python
https://t.co/VgHic5bMOS

2. Java
https://t.co/i3VJObkejw

3. JavaScript
https://t.co/fXW7nta8vB

4. C++
https://t.co/PKie00PenM

5. SQL & DBMS
https://t.co/wAGNM50NQi

6. HTML & CSS
https://t.co/kKwwq0q9hU

7. React 19
https://t.co/lsLy5Adya2

8. React Native
https://t.co/X4sXtYHz5F

9. Django
https://t.co/WVK7UJL8DU

10. C#
https://t.co/J9d8SZ0aMA

11. C
https://t.co/vYn1B4O7eU

12. Docker
https://t.co/jGr29AlsJb

13. Kubernetes
https://t.co/WuY2fT7J1B

14. DevOps
https://t.co/DlTa48mu5F

15. CI/CD
https://t.co/yfFsOlbuhO

16. Data Analysis
https://t.co/RNcQyU9kUS

17. Data Science
https://t.co/hPXhwTjZWY

18. Machine Learning
https://t.co/5Qa2PdXDWC

19. Deep Learning
https://t.co/uexo9Vi37y

20. Excel
https://t.co/lhoeQTlfRY

21. PowerBI
https://t.co/Msr9CUtKbr

22. Tableau
https://t.co/5WZYVJsawI

23. MongoDB
https://t.co/ShsK2jhgja

24. Kafka
https://t.co/MV9I7LYlvf

25. Redis
https://t.co/cSFWeczJnP

[Technopolis Development Authority @TechnopolisKE]

A big thank you to all the brilliant minds who began the 48-hour Innovate 254 Hackathon in Homa Bay County.

Your creativity, energy, and commitment as we push through the next few days are exactly what drives innovation forward.

Konza Technopolis is proud to stand alongside you as a partner, judge, and mentor cheering you on every step of the way @HuaweiKenya

#SiliconSavannah

[Technopolis Development Authority @TechnopolisKE]

"Your life is your story. Write well. Edit often." - Susan Statham #SiliconSavannah

[Technopolis Development Authority @TechnopolisKE]

D-Day is here! After an intense 48-hour innovation marathon, finalists are now presenting their solutions. As a proud partner, judge, and mentor at the #Innovate254Hackathon, Konza Technopolis celebrates the creativity, resilience, and brilliance on display
@ICTAuthorityKE @HuaweiKenya @MoICTKenya
#SiliconSavannah #DevCon2025 #DevolutionConference2025

[Victor Kipkorir @vickipbett_]

Met other Moi University Alumni at Tom Mboya University here for the 254 Innovate Hackathon.

The crew from Giat Mobility has arrived with full force.

[Lingo.dev @lingodotdev]

Keep your data safe 🤓

[Kipkoech Ezra @Archking_09]

@EmmanuelEnzeyi @github @GDGMoiUni

[Kipkoech Ezra @Archking_09]

GDGTechDay🥳🥳

[#UsaniiUwaziNaUwajibikaji @TribelessYouth]

Today, we begin a bold journey to reshape journalism with truth, transparency, and trust. Guided by A.J. Liebling’s words, we explore innovative tools to tackle digital media challenges. Proud to join a student-led hackathon reimagining the future of media.#KenSafeSpace

[Kipkoech Ezra @Archking_09]

@Keam_254 @Archking_09

[Kipkoech Ezra @Archking_09]

@inquisitivefeed 14cm

[World of Engineering @engineers_feed]

“Everything is theoretically impossible, until it is done.”
– Robert A. Heinlein.