Ravi Kore

AI Data Architect | Data Engineering| Agentic AI |Quantum next

[Ravi Kore @QuantumAIGyan]

companies working with fully autonomous AI agents, models like Fable 5 are the holy grail. 🏗️They offer the massive context windows and deep reasoning to orchestrate agents and self-correct bugs without humans.Taking them offline leaves automated dev teams completely stranded. 📉

[Ravi Kore @QuantumAIGyan]

Claude Opus 5 has arrived. 🚀

The interesting trend isn't just smarter models.

It's getting near-frontier performance at a fraction of the cost.

2026 is becoming the year of efficient AI, not just bigger AI.

#ClaudeOpus5 #Anthropic #AI

[Ravi Kore @QuantumAIGyan]

Want to make Claude Sonnet 5 more efficient?

✅ Use Low Effort for routine tasks
✅ Turn off Thinking when not needed
✅ Share only relevant code
✅ Ask for concise responses
Better context > Longer prompts.
#Claude5 #Sonnet5 #AIEngineering

[Ravi Kore @QuantumAIGyan]

Agentic AI is the next evolution of AI.

Unlike traditional chatbots that primarily respond to prompts, AI agents can:

✅ Plan
✅ Reason
✅ Use tools
✅ Execute multi-step tasks
✅ Adapt based on feedback
The future of AI isn't just intelligence—it's action.
#AgenticAI #Claude5

[Ravi Kore @QuantumAIGyan]

Prediction 🚀
In 3 years, “Does it have AI?” won’t be a question.

Every business app will have an AI coworker built in.

📊 CRM + AI
💰 ERP + AI
👥 HRMS + AI
📧 Email + AI
AI won’t just be a product—it’ll be a standard feature.
Do you agree ?
#AI #Fable5 #SaaS #AgenticAI

[Ravi Kore @QuantumAIGyan]

The secret to getting better results from Claude Code isn't a bigger prompt—it's better context.

Share requirements, relevant files, coding standards, and expected outcomes. Ask for a plan before implementation.

Context → Quality 🚀

#Claude5 #AI #Sonet5

[Ravi Kore @QuantumAIGyan]

Pro Tip 🚀

Run:

/ide

from the integrated terminal to give Claude additional awareness of your workspace and project context.

More context = better code suggestions and assistance.
5/5

#ClaudeCode #AIEngineering #Sonet5 #Anthropic

[Ravi Kore @QuantumAIGyan]

🚀 Want to use Claude Code directly inside VS Code?

Anthropic provides an official VS Code extension that brings Claude AI into your development workflow, helping with coding, debugging without leaving your editor.

Here's a quick setup guide 👇
1/5
#ClaudeCode #VSCode #Sonet5

[Ravi Kore @QuantumAIGyan]

What can Claude Code help with?

💡 Generate code
💡 Explain complex code
💡 Refactor functions
💡 Debug issues
💡 Answer technical questions
All without switching between multiple tools.
4/5
#AIEngineering #DeveloperProductivity

[Ravi Kore @QuantumAIGyan]

Think of Qiskit as Python for Quantum Computing. ⚛️

Define qubits → Apply quantum gates → Execute on a simulator or quantum computer → Measure results.

A great way to start exploring quantum algorithms and the future of computing.
https://t.co/Ii651bajBF

#Qiskit

[Ravi Kore @QuantumAIGyan]

AI Agent Marketplaces = App Stores for AI.

Examples:
🔹 OpenAI GPT Store
🔹 Salesforce AgentExchange
🔹 Microsoft Copilot ecosystem
The future isn't just AI models—it's reusable agents solving real business problems.
#AIAgents #AgenticAI #GenAI 🚀

[Ravi Kore @QuantumAIGyan]

Building an AI agent isn't about picking the best model first.

Start with:
✅ Clear use case
✅ Defined success metrics
✅ Strong system prompt
✅ Right tools & memory
✅ Reliable orchestration
✅ Continuous testing
Great agents solve real problems🚀
#AI
source: internet

[Saman Ahmed @ScaleWthAI]

Vibe coding has one major flaw:

AI starts coding before it fully understands the project.

GitHub just released a solution for that.

It's called Spec Kit.

And it has already crossed 120K+ GitHub stars.

Instead of giving an AI agent a vague prompt and hoping it builds the right thing…

Spec Kit makes it define the project first.

Before writing code, the AI:

→ understands the goal
→ identifies missing context
→ clears up ambiguity
→ maps the architecture
→ breaks the build into tasks
→ then starts implementing

The workflow looks like this:

/constitution → define the rules
/specify → describe the product
/clarify → resolve open questions
/plan → choose architecture and stack
/tasks → create the execution order
/implement → build it

The result?
Less random code.
Fewer painful fixes.

More consistency across the project.

And a much more predictable way to build with AI agents.

It works with Claude Code, Cursor, Copilot, Codex, Gemini CLI, and 25+ other agents.

• 120K+ stars
• 10K+ forks
• Open source
• Built by GitHub

Maybe the future of vibe coding isn't better prompting.
Maybe it's making AI plan before it codes.

Repository below 👇

[Saman Ahmed @ScaleWthAI]

https://t.co/ECvovp6yi8

[Ravi Kore @QuantumAIGyan]

🚀 Meta's latest AI model is now available, giving developers and researchers new opportunities to build AI-powered applications, agents, and solutions.

Lower barriers to access can help accelerate innovation and AI adoption worldwide.

#MetaAI #AI #GenAI #Innovation

[Ravi Kore @QuantumAIGyan]

Claude Sonnet 5 now supports a 1M-token context window.

A big step for long-context coding and agentic AI.

#Claude #AI #LLM

[Ravi Kore @QuantumAIGyan]

Building multi-agent systems?
Think in layers:
🤝 A2A → Agent interoperability
🔌 MCP → Tool interoperability
⚡ gRPC / REST / WebSockets → Transport
📨 Kafka / NATS / RabbitMQ → Messaging
Great agents need great architecture.
#AgenticAI #A2A #MCP #DistributedSystems

[Ravi Kore @QuantumAIGyan]

@ScaleWthAI For everyday users, the changes may not be very noticeable. But power users—especially those using it for coding, software architecture, and complex problem-solving—will likely see a meaningful improvement.

[Ravi Kore @QuantumAIGyan]

🚀 Anthropic has launched Claude Sonnet 5.

✅ Default model for Free & Pro users
✅ More capable at coding, tool use, and agentic workflows
✅ Lower API pricing than previous Sonnet pricing
The AI race keeps accelerating—agentic AI is becoming the new std.
#Claude #AgenticAI