KV

undergrad dev exploring cool things, maybe web3, maybe ML, maybe just building stuff

[KV @kv0x_dev]

@arjun_gupta95 @OpenAI @Outskill Thank you 😊

[KV @kv0x_dev]

Built MemoryWeave AI in 7 days for the @OpenAI × @Outskill hackathon.

The question it answers: what breaks when your best engineer doesn't come in Monday?

Thread 🧵

#OpenAI #Outskill #hackathon #buildinpublic #hackathon #openai #knowledgegraph #RAG

[KV @kv0x_dev]

Life of the 2023 batch:

Learned and built during the era of subsidized AI tokens.

Graduating in 2027 into a world where AI costs are real and companies are tightening AI budgets.

Feels like we’re caught between peak AI adoption and AI cost reality ☠️

[KV @kv0x_dev]

@OpenAI @Outskill 🔗 Live: https://t.co/1XdBlmkvXP
Stack: React · FastAPI · Neo4j · ChromaDB · Fireworks AI · Coral SQL · NetworkX

#Outskill #OpenAI #Codex #AIBuildersHackathon

[KV @kv0x_dev]

@OpenAI @Outskill Key learnings from 7 days of building:

1. LLM reliability is scaffolding, not the model

2. A clear demo narrative beats a long feature list every time

[KV @kv0x_dev]

@OpenAI @Outskill 3. Production constraints only show up on day 5

4. @OpenAICodexCli for backend logic + @cursor_ai Composer 2.5 and GPT 5.5 for UI = the right split for a solo build

[KV @kv0x_dev]

@OpenAI @Outskill The 5 hardest backend components were built with @OpenAI Codex as a full agentic assistant:

→ 3-pass LLM extraction agent
→ NetworkX bus factor scorer
→ Hybrid retrieval system
→ Neo4j schema + seed script
→ ChromaDB pipeline.

Complete working modules with tests.

[KV @kv0x_dev]

@Nischaljain06 @cneuralnetwork Same issue: mac or windows?

[KV @kv0x_dev]

@pikachiuiu Same issue, mac or windows?

[KV @kv0x_dev]

@ideavo_ai IDEAVO

[KV @kv0x_dev]

@audiencon https://t.co/NYAZ3TA4gw

[KV @kv0x_dev]

@d4rsh_tw Wallpaper looks cool. Can you share the wallpaper link?

[KV @kv0x_dev]

@RaeAlisa_ @lucent_ai Codex

[KV @kv0x_dev]

@theodormarcu Hey would love to try it out!

[KV @kv0x_dev]

@sankalpdomore Link!

[KV @kv0x_dev]

@irushi RUSHI

[KV @kv0x_dev]

@matt_elevenlabs 11B

[KV @kv0x_dev]

@audiencon https://t.co/NYAZ3TA4gw

Keep track of applications, deadlines, and interview stages in one organized board