Shafaque

Tech • AI • Building in public

[Shafaque @Shafaque02]

POV: When Claude runs out of tokens.

[Shafaque @Shafaque02]

POV: When Claude runs out of tokens.

[Shafaque @Shafaque02]

@jkshenawy22 @X Connected

[Shafaque @Shafaque02]

Hey @X Algorithm 👋

Help me connect with people who are passionate about:

🚀 Backend
✨ Frontend
💻 Full Stack
☁️ DevOps
📈 Data Science
🎨 UI/UX
💰 SaaS
🤖 AI & Vibe Coding
⚡ JavaScript
🧠 DSA

Drop a 👋 below and let's connect.....

[Shafaque @Shafaque02]

@KLaunchHQ We are all Homelander without AI now 😂 can't even write console.log without Copilot

[Shafaque @Shafaque02]

@KLaunchHQ Exactly! Voice + realtime is where easy stack ends and real engineering starts 😭 latency, interruption, hallucination - everything breaks at once

[Shafaque @Shafaque02]

🧩 AI Engineering Stack Ranked by Difficulty (2026)

🟢 Prompt Engineering — Easy
🟢 ChatGPT API / Claude API — Easy
🟢 LangChain Basics — Easy
🟢 Vector DB (Pinecone/Qdrant) — Easy
🟢 RAG Basics — Easy

🔵 Fine-tuning LLMs — Moderate
🔵 Function Calling / Tools — Moderate
🔵 Embeddings — Moderate
🔵 Guardrails — Moderate
🔵 Eval Frameworks — Moderate

🟠 AI Agents (Multi-agent) — Hard
🟠 LoRA / QLoRA — Hard
🟠 MCP Servers — Hard
🟠 Long Context Handling — Hard
🟠 Voice Agents (Realtime) — Hard

🔴 Training LLM from Scratch — Very Hard
🔴 RLHF / DPO — Very Hard
🔴 Mixture of Experts — Very Hard
🔴 LLM Security / Jailbreak Defense — Very Hard
🔴 Building Your Own Inference Engine — Very Hard

Which AI concept are you stuck on in 2026? 👀

[Shafaque @Shafaque02]

@KLaunchHQ Past me: *writes code with full confidence*
Present me: who is this genius idiot? 😭

[Shafaque @Shafaque02]

Me trying to understand the code I wrote at 3 AM with full confidence.

[Shafaque @Shafaque02]

@zyniotech Realest advice 😂 3 AM me was a different developer, scared to touch his own masterpiece

[Shafaque @Shafaque02]

@SumayyaTheory No need certificate

[Sumayya Theory @SumayyaTheory]

Job experience Trap

[Shafaque @Shafaque02]

@itx_haelyn Good evening 🌇

[Shafaque @Shafaque02]

@skpnky @X We are connected now

[Shafaque @Shafaque02]

Me trying to act productive without ChatGPT, Claude & Cursor:

Who else can't function without AI anymore? 😂

[Shafaque @Shafaque02]

@Alexfnwq Absolute reality 💀 Can't write a for loop without AI now

[Shafaque @Shafaque02]

Me trying to act productive without ChatGPT, Claude & Cursor:

Who else can't function without AI anymore? 😂

[Shafaque @Shafaque02]

@jonathan445545 @SumayyaTheory Fr without AI in 2026 we are just Homelander doing that dance 😭

[Shafaque @Shafaque02]

@SumayyaTheory haha you stole my caption word for word 😂 at least give credits

[Shafaque @Shafaque02]

@Nextfram3 @X Hello nice to meet you we are connected now 💯

[Shafaque @Shafaque02]

@DuckyoungLee @X Hey Dulee! Aidy sounds like a game changer for small businesses. No marketing expertise needed is a huge win. Excited for your launch - let's connect! 👋

[Shafaque @Shafaque02]

@jkshenawy22 @X This is awesome Jay! Organic growth after launch is the hardest part. Productpost360 sounds super useful for SaaS founders. Let's connect! 🚀

[Shafaque @Shafaque02]

@SandeepSan69801 @X Let’s connect it’s your turn to connect