nrdhrd @feedstergp

Feedster feedster.com Austin, TX Joined September 2015

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nrdhrd @feedstergp

2 weeks ago

@yumahey - interested. Need an intro or 2?

Yuma @yumahey

2 weeks ago

I added 2,776 medications that map to 8,382 conditions and 2,499 body parts You can now tell it; I'm using Ibuprofen, what parts of my body does it affect and will give you the whole picture

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nrdhrd @feedstergp

2 weeks ago

Where do I send to collect my paycheck?

Suraj Sharma @suraj_sharma14

2 weeks ago

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If you can build these 12 Agentic AI projects. You're hired. Project 1: Structured Output Agent Enforce Pydantic JSON schemas, validate tool responses, retry on parse errors, log validation failures. → Shows: You can make LLMs reliable not random Project 2: RAG Agent with Citation Grounding Retrieve context, generate answers with sources, flag low-confidence responses, fallback to search. → Shows: You can prevent hallucinations at scale Project 3: ReAct Planning Agent Observe → think → act → reflect loop, max iteration limits, self-critique, graceful degradation. → Shows: You can build agents that don't infinite loop Project 4: Multi-Tool Orchestrator Agent Dynamic tool registry, capability-based routing, permission scoping, parallel execution, conflict resolution. → Shows: You can coordinate complex workflows Project 5: Memory-Enabled Conversational Agent Short-term buffer + long-term vector recall, context compression, relevance scoring, cross-session sync. → Shows: You can build agents that remember users Project 6: Human-in-the-Loop Approval Agent Uncertainty detection → pause → request human input → resume with validated context, full audit trail. → Shows: You can build safe, compliant systems Project 7: Cost-Aware Agent Router Token budgeting per task, model routing by complexity/cost, early exit on confidence, cost-per-decision analytics. → Shows: You can reduce infra costs by 40-60% Project 8: Event-Triggered Automation Agent Listen to webhooks/queues, execute workflows on triggers, idempotent execution, dead-letter handling, retry logic. → Shows: You can build production automation not demos Project 9: Multi-Agent Debate System Multiple agents propose solutions, critic evaluates, voting/consensus logic, aggregator synthesizes with confidence. → Shows: You can orchestrate swarms not single agents Project 10: Self-Reflective Agent with Auto-Eval Execute → evaluate via LLM-as-judge → critique reasoning → regenerate with constraints, log improvement metrics. → Shows: You can build systems that improve over time Project 11: Production Agent with Observability Deploy with LangSmith/Arize tracing, latency/cost dashboards, alerting on loops/failures, canary testing, rollback. → Shows: You can ship to production not just localhost Project 12: Open Source Agent Framework Contribution Extend LangGraph/CrewAI/AutoGen with new pattern, write docs + demo, publish benchmarks, submit PR + tutorial. → Shows: You're a community builder not just a consumer (Bookmark this) happy building...

Suraj Sharma @suraj_sharma14

3 weeks ago

If I had 6 months to become an Agentic AI Engineer. I'd do this. Stage 1: Python + Async Foundations asyncio, FastAPI, event-driven architecture, error handling, API integration patterns. Stage 2: LLM Fundamentals for Agents Context management, model routing, token economics,

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nrdhrd @feedstergp

3 weeks ago

Why are supposed geniuses shocked by this? Business 101: Your job as a brand is to say what your customers are already thinking and feeling… that is the brand.

Claude @claudeai

4 weeks ago

There’s hope in hard questions.

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nrdhrd @feedstergp

a month ago

Anybody have $55 I can borrow? I have this genius plan on going viral @pomegranium

Corey @CoreyTheX

a month ago

Call me an idiot, but I just sent $25 directly to Elon Musk, the richest man in the world using @XMoney for no other reason than I just can. lol

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nrdhrd @feedstergp

a month ago

Happy Father’s Day!

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nrdhrd @feedstergp

a month ago

You may be choosing between siblings or funds. You may be choosing between which child?

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nrdhrd @feedstergp

a month ago

If it were only this simple. This is why I have been studying the sovereignty of individualism. If you have to choose a side - then… you are also either going with or against your family or specific family members. You may be going with or against your boss or company?

jay plemons @jayplemons

a month ago

The great lie is that society is divided between rich and poor. The great truth, as David Friedberg puts it, is makers vs takers. Makers build, create, and deliver real value: houses, software, art, businesses, and everything that moves civilization forward. Takers watch,