Gilbert @_gilbertly
Building solutions with Nextjs & Cloudflare gilbertly.com Remote Joined July 2019-
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90% of wellbeing is just sleeping well
Friendship ended with AWS now Cloudflare is my best friend I will keep posting it until I die
Ask for feedback on your attempts, not advice on your ideas.
If you have AI in your bio, you have to prove it by demonstrating your ability to perform 3x3 matrix multiplication. Afterwards, calculate the determinant, gradient descent, and explain bias-variance trade-off.
Fact is if you are building a LLM framework, shit is moving so fast that you have to scratch everything every 3 months and rebuild it
state charts + wireframes + annotations
OK, @tldraw is officially insane. It is really interesting where we end up in 5 years... I can't keep up with innovation pace anymore...
VS @code can automatically generate commit message from changed files now
it blows my mind that people apply for senior developer jobs and they link to a github or gitlab wow way to show me you don’t know how to run your own git server
you're an api wrapper away from buying a vacation home
One of the best ways to prevent bugs in your app is to avoid or constrain non-determinism. That includes: - Race conditions - Impure functions - Mutable state - User input - Untyped API responses - Your favorite framework deciding to rerender whenever it wants
The @Cloudflare free offer is so generous that I've been using it for free for a long time. Feel a bit embarrassed for not paying 🙈 ✅ Static pages: Cloudflare Pages ✅ API: Cloudflare Workers ✅ Object Storage: R2 ✅ Key-value Storage: KV ✅ Domain + DNS + DDos Protection
dynamodb single table design is just a fancy name for string concatenation
SQLite is that friend who doesn't worry about a thing. He is just like, 'Don't worry, man.' Types? - I only have 5, and I don't care about others Foreign Keys? - You can create them but don't give them names. If you want to change them, recreate the table So far the easiest db
The ultimate arbitrage: Earn in USD, live anywhere else in the 🌎
We shipped a major update to @typesense today! ✅ Semantic Search on your JSON data ✅ GPU support 🤯 ✅ OpenAI / PaLM API integration ✅ Built-in ML models Semantic search is now as simple as giving Typesense your JSON data and your @OpenAI API key (or asking it to use a…
My strategy in life: Earn $15,000/month, unschool the kids, and have as much family time as possible when kids are small, one big adventure every year. That's the sweet spot for me. This is extreme freedom to me.
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you’re only about twenty textbooks behind the most cracked person you know
Lets build `Auto-RAG` where we let the LLM pull the data it needs from different sources. 🔎 The user asks a question. 🤔 LLM decides whether to search its knowledge, memory, internet or make an API call. ✍️ LLM answers with the context. Code: git.new/auto-rag
System Design Blueprint: The Ultimate Guide. The method to download the high-resolution PDF is available at the end. We've created a template to tackle various system design problems in interviews. Hope this checklist is useful to guide your discussions during the interview…
JavaScript: hold my beer 🍺
"A lemon is a hybrid cross between a citron and a bitter orange. Life never gave us lemons; we gave it to ourselves."
How is @Cloudflare doing everything right!? • The best authoritative AND public DNS in the world • A worldwide fast CDN • Automatic TLS (yes, please stop calling it SSL now) on everything • The best DDoS protection • hCaptcha - Better in every way than reCaptcha ⬇️
Got to give it to the GitHub team. While most "AI developer tools" are aiming for a workflow that takes a spec and (much later) generates code (with no developer input): GitHub created a developer-driven, AI-assisted, workflow. The developer is in control, the full cycle:
The workflow of GitHub Copilot Workspace. It's developer-driven, AI-assisted. It gets around the biggest limitations of LLMs (present in coding assistants as well): hallucination. We expect more tools to copy this approach. More in this week's The Pulse: newsletter.pragmaticengineer.com/p/the-pulse-92
Exploring LLM Pricing 💰 I updated my table to include llama 3. The table now has 4 pricing tiers: • tier 1 starts at $0.25 • tier 2 starts at $12.00 • tier 3 starts at $24.00 • tier 4 starts at $42.00 To get "total cost", I combine input cost and output cost. The…
Just realized i've solely been using @GroqInc for my AI apps since llama3 came out. Cannot go back to slow inference now. @phidatahq 🧡 @GroqInc
⚙️How Dosu used LangSmith to achieve a 30% accuracy improvement with no prompt engineering One of the goals of LangSmith is to help teams set up a data flywheel. By capturing LLM outputs alongside user feedback, we can help developers automatically use that feedback to improve…
Vercel AI SDK 3.1 ◆ New AI SDK Core APIs with support for OpenAI, Mistral, Gemini ◆ New generateText, streamText, generateObject, streamObject utilities ◆ ModelFusion acquisition ◆ Brand new docs! vercel.com/blog/vercel-ai…
Just got a real DSLR to replace your webcam and you are wondering where to set the lens, what aperture to use, and how far away you should be to get the right depth of field? Wonder no more! jherr.github.io/depth-of-field/ Drag around the sliders and dial in your bokeh.
Did you know that Cloudflare R2 does *not* charge for unauthorized access to your object storage buckets? Plus: buckets are private by default, TLS certs are issued as wildcards so that names can’t be discovered via CT logs, and egress via R2’s APIs is still free 😉
How is @resend serving 100k developers with 1 support engineer? Here's how our playbook for scaling support.
Honoのホームページにもkawaiiモード実装した。 ?kawaii=trueをつけるとkawaiiモード、?kawaii=falseで解除です hono.dev/?kawaii=true github.com/honojs/website…
Whatever gpt2-chatbot might be, it definitely feels like gpt4.5. It has insane domain knowledge I have never seen before
So apparently if someone knows / guesses the name of your S3 bucket - even if it's private (!) - they can just bankrupt you by sending infinite PUT requests and there is nothing you can do about it. > requests get rejected > but AWS still counts it as a write operation against…