Ankush Kumar
268 posts
Ankush Kumar
@ankuuushdev
Full stack developer @Cargill | Freelancer | React.js | Python | Building AI tools & sharing what I learn. • AI tools • AI agents • Coding tips
Bengaluru, India Katılım Nisan 2023
238 Takip Edilen113 Takipçiler
Hi, I'm new to X and looking to #connect with #founders, #buildinpublic builders & devtool people.
especially interested in:
🧱 B2B SaaS & early-stage startups
⚡ AI coding agents, terminals & MCPs
🤖 Cursor, Claude Code, Codex & workflows
background in building products with AI from scratch
currently building an AI code editor: terminal-first, multi-agent, BYOK, with isolated worktrees, persistent context, visual diffs, rollback and cleaner UX for building with AI
always down to talk devtools, agents, distribution, or the chaos of building something new
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Week 4 Day 1: Started LangGraph.
Learned the core concepts:
• State → current snapshot of the application
• Nodes → functions/tasks
• Edges → connections/flow
Interesting shift from agents → graph-based orchestration.
#AI #LangGraph #AIAgents #BuildInPublic
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Week 3 Day 5: Built a Python code generation system using CrewAI + Gemini.
Used agents to generate and coordinate Python code workflows.
#AI #AIAgents #CrewAI #Gemini #BuildInPublic
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@ankuuushdev If you want to compare options later, SerpBase is worth testing for the Google Search layer: POST JSON, API key auth, and structured result arrays without maintaining a scraper.
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Week 3 Day 3: Built a research system today.
• Researcher agent → uses Serper (Google Search API) to gather company info
• Analyst agent → takes research output and generates the report
Research → analysis → report.
#AI #AIAgents #BuildInPublic
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@Priyansh_31Dec AI should accelerate coding, not replace thinking.
Review the code. Always.
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Peak delusion.
People who can’t code, think they’re now as good as people who can code, because apparently AI tools can code very well now.
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@sama Finance.
AI should become a personal financial advisor for everyone.
Not just stocks — but PPF, NPS, real estate, taxes, buying a house, portfolio analysis, risk prediction, and long-term planning.
“Should I buy this house?” should become an AI question.
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what problem do you most hope AI will solve in the future?
maybe we can help!
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Hi guys 👋
I’m looking for these profiles 👇
⚛️ Frontend Devs
🛠️ Backend Devs
🌐 Full Stack Devs
🚀 DevOps Engineers
🎨 UI/UX Designers
📱 Mobile Devs
📊 Data Analysts
🤖 AI/ML Engineers
🔐 Cybersecurity Experts
☁️ Cloud Engineers
Drop 👋 and let’s connect!
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Hey @X
I'm looking to #connect with builders & devs interested in:
• Frontend
• Backend
• Full Stack
• UI/UX
• Freelancing
• Startups
• SaaS
• iOS Development
• AI Agents / Observability
I'm a full-stack engineer currently building @useopenstats - observability, monitoring & tracing for AI agents. Think of it like a Posthog but for AI agents.
Say hello, drop your project or domain 👇 and let's grow together! 🚀
#BuildInPublic #DevCommunity #SaaS #AI #IndieHackers
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@github Just to be clear:
Microsoft’s GitHub was compromised when a Microsoft developer using Microsoft VSCode installed a rogue extension from Microsoft’s VSCode extension library, which is moderated and hosted by Microsoft.
I guess I’ll be reevaluating my life choices.
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1/ We are sharing additional details regarding our investigation into unauthorized access to GitHub's internal repositories.
Yesterday we detected and contained a compromise of an employee device involving a poisoned VS Code extension. We removed the malicious extension version, isolated the endpoint, and began incident response immediately.
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GitHub confirmed attackers stole data from around 3,800 internal code repositories after a compromised employee device was infected through a malicious VS Code extension.
#github
GitHub@github
1/ We are sharing additional details regarding our investigation into unauthorized access to GitHub's internal repositories. Yesterday we detected and contained a compromise of an employee device involving a poisoned VS Code extension. We removed the malicious extension version, isolated the endpoint, and began incident response immediately.
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@JacobSobolev Agreed- validation feels like the real reliability layer.
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@ankuuushdev Structured outputs are non-negotiable. But the real pain point isn't the planning; it's managing the inevitable noise and ambiguity from the raw web search. Validation loops are essential.
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Built a deep researchagent today using OpenAI’s WebSearch tool.
Flow:
• understand query
• generate structured search plan
• perform web searches
• summarize results clearly
Structured outputs + reasoning make agents far more reliable.
#AI #AIAgents #BuildInPublic
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Hey 👋
I am a Full Stack Developer, learning and building AI Agent projects
Looking to connect with people building in:
💻 SaaS
⚙️ Tech
🧠 AI tools
📦 Full Stack Development
🌐 Web apps
#letsconnect #buildinpublic
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@aplomb2 @dr_cintas This is merely a wrapper over NVIDIA’s LLMs, what practical value does it actually offer?
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Tried the free model proxies for a month. They work for learning/prototyping but hit walls fast on production codebases.
The real cost killer isn't making one model free — it's not using Opus for tasks that Sonnet (or even Haiku) handles fine.
I route by coding stage now: architecture/debugging → top model, implementation → mid-tier, tests/linting → cheapest. Cut my monthly from ~$10K to $3K on the same projects.
Free models are a great entry point though. Just don't confuse "no bill" with "no cost" — your time debugging hallucinations from weaker models has a price too.
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Claude Code works now free. Unlimited. No subscription 🤯
It’s called free-claude-code. You get a free NVIDIA API key, point Claude Code to localhost, and the proxy converts your Anthropic API calls to NVIDIA NIM format.
40 requests per minute. No bill. Ever.
It supports Kimi K2, GLM 4.7, MiniMax M2, Devstral, and more. Streams thinking tokens and tool calls in real time.
There's also a Telegram bot built in so you can control Claude Code from your phone.
2-minute setup. 100% open source.
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@rcelanodev Sounds interesting. Excited to see the launch. Followed you🤝 Your turn now.
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@ankuuushdev Hi @ankuuushdev, let's connect! I'm building a platform for smart pages linked to dynamic QR codes, for local businesses and professionals. Launching end of May, barring any last-minute surprises 😅
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