this is actually so gold! AI Engineering roadmap from 0 to 100.
save this and look at it every morning:
𝗖𝗼𝗱𝗶𝗻𝗴 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀:
- Python.
- Typescript (Optional).
- Bash.
𝗟𝗟𝗠 𝗔𝗣𝗜𝘀:
- Types of LLMs.
- Structured Outputs.
- Prompt Caching.
- Multi-modal…
Many DevOps Engineers don’t fully understand a Terraform project structure or the role each part plays.
Here, I’ve broken it down to help you better understand.
Note: it's recommended to place modules in a central repo.
45K+ read my TechOps Examples newsletter:…
Use these 4 numbers. As your income increases—these benchmarks will help you save, invest, and even spend more:
Fixed costs: 50%-60% of take-home pay
Savings: 5%-10%
Investments: 5%-10% (the more, the better)
Guilt-free spending: 20%-35%
Start tracking your 4 key numbers and…
New Nvidia GeForce RTX 40-series Super GPUs revealed:
• RTX 4080 Super: $999, Jan 31st
• RTX 4070 Ti Super: $799, Jan 24th
• RTX 4070 Super: $599, Jan 17th
• RTX 4070 drops to $549
We'll let you know as soon as they're available to order.
Here are examples of PHANTOM COSTS:
- Down payment
- Maintenance
- Interest
- Taxes
- Time
- Opportunity cost
Once you factor these in, your returns shrink, often dramatically. This is why granny buying a 1979 house for $100K and selling for $800K didn't actually make $700K
35 million U.S. phone numbers are disconnected each year. Most get reassigned to new owners. In a new study, @kvn_l33 and I found 66% of recycled numbers we sampled were still tied to previous owners’ online accounts, possibly allowing account hijacking. recyclednumbers.cs.princeton.edu
96 Followers 7K FollowingPersonal Profile - I've been fighting to better my community my entire life and I'll never stop! Running for Congress in Florida’s 24th District!
69 Followers 299 Following#Engineer by passion #Analyst by profession ✌️| Founder of https://t.co/ctJ7xt4DGf | find data related information and posts @Wedataexpertise
70 Followers 53 FollowingI believe an inclusive economy that works for everyone is not only the right thing to work towards but our best chance at sustainability
277K Followers 453 FollowingCo-Founder of ByteByteGo | Author of the bestselling book series: ‘System Design Interview’ | YouTube: https://t.co/9gPSJSrtPU
777K Followers 4 FollowingA platform for illuminating academic papers. We annotate and share a paper every week. Save, annotate and share papers with anyone: https://t.co/0o2Pls3jmo
89K Followers 251 FollowingAmerica's leading crypto advocacy organization. A grassroots hub empowering crypto users, builders, and supporters to make their voices heard.🛡️
329K Followers 70 FollowingTracking stock alerts for Nintendo Switch 2, GTA 6 Collector’s & more. Posts contain affiliate links. As an Amazon Associate I earn from qualifying purchases.
122K Followers 785 FollowingHumans with agents drive customer success together. Build and customize autonomous AI agents to support your employees and customers 24/7.
585K Followers 131K FollowingWe're the #1 AI CRM—where humans with agents drive customer success together with AI, data, and Customer 360 apps on one platform. Tweet @AskSalesforce for help
1.1M Followers 1K FollowingAvalanche is a high-performance blockchain platform designed for builders who need to scale. RT ≠ endorsements. https://t.co/htzuWoXW8C
49K Followers 948 FollowingFind me at @martin.kleppmann.com on Bluesky, @[email protected] on Mastodon. Author of @intensivedata, Associate Professor @Cambridge_CL. he/him
17K Followers 134 FollowingFounder of @redplanetlabs. On a mission to dramatically improve programmer productivity and software quality by reducing the complexity of software development.
44K Followers 565 FollowingChairman and CEO of @IBM, avid learner and listener, relentlessly focused on what's next, #GoodTechIBM, father, husband, @Illinois_Alma, @IITKanpur
2K Followers 1K FollowingNational Inventors Hall of Fame (2025), National Academy of Engineering (2024), Author, Public Speaker, Retired IBM Fellow & senior Google executive
8.0M Followers 13 FollowingBitcoin is an open source censorship-resistant peer-to-peer immutable network. Trackable digital gold. Don't trust; verify. Not your keys; not your coins.
11K Followers 989 FollowingLeading mobile games platform with a mission to bring out the best in everyone through competition. More about us: https://t.co/gZ9OFWrNLQ
70 Followers 53 FollowingI believe an inclusive economy that works for everyone is not only the right thing to work towards but our best chance at sustainability
50K Followers 404 Following@AnthropicAI. Prev. @Google Brain/DeepMind, founding team @OpenAI. Computer scientist; inventor of the VAE, Adam optimizer, and other methods. ML PhD.
4.4M Followers 3 FollowingOpenAI’s mission is to ensure that artificial general intelligence benefits all of humanity. We’re hiring: https://t.co/dJGr6Lg202
124K Followers 497 FollowingPrinceton CS prof. Director @PrincetonCITP. I use X to share my research and commentary on the societal impact of AI.
BOOK: AI Snake Oil. Views mine.