Buildingplan24

[Cipher @CipherDatasets]

https://t.co/CACRz4elWx

[Pascio @IAmPascio]

https://t.co/5b2m7xiDPx

[Suraj Sharma @suraj_sharma14]

If I had 6 months to become an AI Infrastructure Engineer.

I'd do this.

Stage 1: Linux, Networking, and Python Foundations
Linux, bash, SSH, TCP/HTTP, DNS, Python, async programming, systemd.

Stage 2: Containers and Orchestration
Docker, Kubernetes, Helm, GPU scheduling, resource limits, multi-node clusters.

Stage 3: GPU Fundamentals
CUDA basics, nvidia-smi, VRAM math, NVLink and InfiniBand, MIG partitioning.

Stage 4: Model Serving
vLLM, SGLang, TGI, continuous batching, KV cache management, quantization (AWQ, FP8).

Stage 5: Inference Optimization
Speculative decoding, prefix caching, chunked prefill, TensorRT-LLM, Triton kernels.

Stage 6: Model Distribution and Storage
Weight sharding, safetensors, model registries, CDN for weights, lazy loading.

Stage 7: GPU Autoscaling
KEDA, queue-based scaling, cold start mitigation, spot instances, multi-region failover.

Stage 8: Training Infrastructure
Ray and Slurm, FSDP and tensor parallelism, checkpointing, fault tolerance, gradient accumulation.

Stage 9: AI Gateway Layer
Routing, load balancing, fallback chains, rate limiting, per-tenant token budgets.

Stage 10: Observability and FinOps
GPU utilization (DCGM), TTFT and ITL metrics, cost per token, tenant dashboards, alerting.

Stage 11: Security and Multi-Tenancy
Tenant isolation, secrets management, sandboxed execution, audit logs, compliance controls.

Stage 12: Portfolio and Public Benchmarks
Ship a self-hosted inference cluster, publish latency and cost benchmarks, write architecture teardowns.

Most people stay stuck watching tutorials.

Builders get hired.

(Bookmark it)

[Buildingplan24 @buildingplan24]

@aaditsh AI

[Buildingplan24 @buildingplan24]

버튼 누르고 ChatGPT 한 달 구독료
1달러 만들어보세요.

https://t.co/Ik0m9vDO8a

[Buildingplan24 @buildingplan24]

버튼 누르고 ChatGPT 한 달 구독료
1달러 만들어보세요.

https://t.co/Ik0m9vDgiC

[Nathan | Factomind @NathanYJLee]

투자 실력 단기간에 올리는 3가지 방법

주의 : 제목은 자극적이지만 내용은 진부합니다

[Four Pillars KR @FourPillarsKR]

: : OP-Stack: 블록체인을 구축하기 위한 가장 간편한 프레임워크

🧵
1. OP-Stack과 롤업의 미래에 대한 전망
2. Benefits of OP-Stack
3. Architecture of OP-Stack
4. Related Projects
5. Limitations

Article by @xparadigms

https://t.co/BEsabIS9OD

[Dan Liu @danliu]

Jensen Huang, the founder of Nvidia, just gave a commencement speech in Taiwan.

Like Steve Jobs in 2005, he shared 3 stories — 3 pivotal decisions that led Nvidia to where it is today.

The stories are about humility, perseverance, and focus. Here they are.

[Praise The Camera @praisethecamera]

Level up your photography skills with this simple trick 📲

[Buildingplan24 @buildingplan24]

처음에 아이클라우드가 너무 편리하고 신기했지만 이제 너무 당연한 것처럼 느낀다. 하지만 갑자기 이걸 못쓴다고 하거나, 다른 생태계로 옮기는 것은 상상도 할 수 없다. 테슬라도 마찬가지로 이렇게 나의 생태계가 구축되다 보면 아이폰처럼 새버전 나오면 기기만 바꾸는 것처럼 되지 않을까?

[Buildingplan24 @buildingplan24]

테슬라는 이미 벗어날 수 없는 하나의 생태계를 구축한 것 같다. 서비스 센터에서 잠깐 빌려주는 차도 내 세팅 그대로 탈 수 있다니 마치 애플 아이클라우드가 떠오른다(괜히 테슬라를 자동차계의 아이폰이라 부르는게 아닌 듯 하다.)

[FSD Pilot (Unsupervised) 🛩🇺🇸 @jchybow]

Got a crack in my Tesla’s windshield during a recent road trip (see pic). A rock chip from a dump truck hit my car in just the right place.

The next day I took it in to a service center; was told it would take 2 days to fix & replace (due to camera recalibration). They gave me a Model 3 loaner, and to my surprise, my personal driver profile was ready to go when I got in the car.

That means all my settings, from seat & mirror position, to Autopilot preferences, to temperature & vent positions, were all ready to go simply by selecting my profile on the screen.

It’s never fun taking a car in for service, but @Tesla really makes it painless. 👏

[FSD Pilot (Unsupervised) 🛩🇺🇸 @jchybow]

Got a crack in my Tesla’s windshield during a recent road trip (see pic). A rock chip from a dump truck hit my car in just the right place.

The next day I took it in to a service center; was told it would take 2 days to fix & replace (due to camera recalibration). They gave me a Model 3 loaner, and to my surprise, my personal driver profile was ready to go when I got in the car.

That means all my settings, from seat & mirror position, to Autopilot preferences, to temperature & vent positions, were all ready to go simply by selecting my profile on the screen.

It’s never fun taking a car in for service, but @Tesla really makes it painless. 👏

[Brett Adcock @adcock_brett]

ChatGPT is good.

But AutoGPT is the future.

7 threads to teach you AutoGPT 101:

[ZKsync @zksync]

gm zkEVM! 👋🏻

zkSync Era Mainnet Alpha is now open to all users.
Developers, projects, and users can now experience the power of zkEVM.

Read more: https://t.co/pL5PuZqanu

1/11

[Buildingplan24 @buildingplan24]

I'm learning how to swap on zkSync Era using @mute_io in @layer3xyz's Exploring Mute Quest! https://t.co/11GnRIJNp5

[ZKsync @zksync]

Baby Alpha is here! We are proud to announce that today we hit our Baby Alpha milestone and have begun the march to Fair Onboarding Alpha and Full Launch Alpha.

https://t.co/8PBC9sRNPS

What we've accomplished and what's ahead 🧵 (1/6)

[ZKsync @zksync]

We’re excited to share, we have:

1) Raised $200M and now have a total of $458M in mission-driven funding
2) Decided to go FULL OPEN SOURCE at our next milestone
3) Reserved ⅔ of a potential future token for the ecosystem
4) Formed a partnership with @OpenZeppelin

👇1/8

[Arbitrum @arbitrum]

Wen? Now. 🧑‍🚀💙🧡

[Whole Mars Catalog @wholemars]

Clearly this is Tesla’s fault 😂