Introducing Hy4 Preview
Introducing Hy4 Preview New open weight text input (no vision) LLM from Chinese company Tencent today: 770B total parameters, 49B active parameters, 1M token context window, 1.56TB on Hugging Face. This is a big size…
Daily edition · Languages
The daily ledger
TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
58 articles · 7 sources · 3 papers ·
Top topics: JavaScript · Python · AI
Cannot return value referencing temporary value while lifetime should be valid
Hi everyone, I have a case I am not sure why it is not valid, here is a small recreation of the issue in playground play.rust-lang.org Rust Playground A browser interface to the Rust compiler to experiment with the…
Electing new Project Directors 2026
Today we are launching the process to elect two Project Directors to the Rust Foundation Board of Directors. This is the fourth round of slots, following from last year's election. We will briefly explain the goals and…
Superpowers vs DevFlux: chọn plugin Claude Code nào?
Originally published on NextFuture Anthropic đã có marketplace plugin chính thức cho Claude Code, và hai framework phổ biến nhất trên đó chọn hai triết lý ngược nhau. Một cái tự kích hoạt, một cái chỉ chạy khi bạn gõ…
GLM-5.3 mở weights 756 GB: nên tự host hay gọi API?
Originally published on NextFuture Z.ai vừa phát hành weights của GLM-5.3: 756 GB file model trải trên 141 shard Safetensors. Con số đó quyết định gần hết mọi thứ với dev Việt Nam. Bài này bóc tách ba thứ trước khi bạn…
How to Find Companies That Just Started Hiring (Greenhouse, Lever & Ashby APIs)
When a company posts a job, that posting comes with a timestamp, and the timestamp is the interesting part. A new "VP of Sales" role usually means budget just got approved and a decision-maker seat is about to be…
PrimeVue v4 Stopped Active Dev: OpenVue Takes Over on MIT
If your stack relies on PrimeVue v4, there's a recent change in the project's maintenance lifecycle worth knowing about. PrimeVue v4 has officially transitioned into security-only maintenance mode. As outlined in the…
I Built a PDF Merger That Never Touches a Server
Every time I needed to combine a few PDFs — a signed contract with its addendum, a stack of scanned receipts — I'd end up uploading them somewhere I shouldn't. Merge PDF on ForgePlug runs entirely in your browser, no…
I built two AI agents at recent hackathons — now selling the codebases
Over the past month I've been deep in hackathon mode, building AI agents for healthcare/pharma use cases. Two of them turned out solid enough that I think someone else could build on them: RxTrack Agent (ADK version) —…
# I Shipped a Working Win-Check... That Could Be Wrong 9 Times Out of 10
While building Tenzies (my React capstone from freeCodeCamp), I hit a problem that looked simple on the surface: check if the player won. The rule is easy to say out loud: all 10 dice must be held, and all 10 must show…
How I test my React app on real devices without deploying it
How I test my React app on real devices without deploying it I recently needed to test a React app outside my own computer. Opening another browser tab wasn't enough. I wanted to use the app on my phone, try it on…
I built browser-to-browser remote file access with WebRTC – no app required
I’ve been building a browser-first project called RelicBeam, and one feature I wanted was simple in theory: Open a folder on one device and temporarily browse it from another device without installing anything. That…
Launching vizcrush: Three Beliefs My Benchmarks Killed
It's the week before vizcrush goes public, and I have two files open side by side. On the left, the launch copy: the JS core beats the most popular npm downsampling package by 32×, "and WASM adds another 5-10x on top."…
5.21% of DEFLATE Matches Copy Bytes That Have Not Been Written Yet
Everyone knows gzip stores repeated data as go back d bytes and copy n. Almost nobody knows that the copy is normally not a copy. RFC 1951 lets the distance be smaller than the length. The match then reads bytes that…
Seven of Nine Scroll-Spy Implementations Pass the Only Test Anyone Writes, and Six of Those Seven Are Wrong
A scroll-spy lights the table-of-contents entry for the heading you are reading. One integer to settle. The property everyone tests is: exactly one entry is lit · it never jumps backwards · it is on screen Across 21,909…
Jakarta Faces, Java Web Framework, Stateless Edition: Marketplace AliFaces
A Fully Stateless Jakarta Faces Marketplace with Server-Side Rendering — No HttpSession, No Saved ViewState, No Sticky Sessions (see the poc on: AliFaces POC Run On Oracle OCI(Nanos Unikernel)) Jakarta Faces still…
Case Study: Turning Missed Calls into Booked Leads With an AI Receptionist
The problem A busy service business — clinic, salon, law firm — gets calls during the exact hours nobody's at the front desk. Every missed call is a lead that books somewhere else. Staff spend their day interrupting…
I used nonces for the First time and it Worked
I built a wallet based login. Signature verification was working, but then I thought the same signature can be reused anytime. Read some docs and got to know about Nonces. Implemented it in my code and got it working…
I Built a Self-Improving AI Receptionist That Books Clients — Here's the Stack
A 24/7 AI receptionist that answers in under a second, books appointments, captures and qualifies leads, and hands off to humans with AI-drafted replies — that's what I shipped to production. Here's exactly how it's…
React Authentication & Authorization — JWT, Refresh Token Rotation, RBAC, Azure AD, OAuth2 + PKCE (Real Code)
Auth is the part of a React app where most teams get most of it right and one part dangerously wrong. The wrong part is usually the same: tokens in localStorage, no refresh strategy, role checks scattered through the…
Loading more...
Showing 1 day · 58 items available