2026 in LLMs (so far)
On Friday I gave the closing keynote at the WeAreDevelopers World Congress North America in San Jose. I tied together the key trends from the past year into a chronological exploration of everything that happened in…
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TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
92 articles · 14 sources · 2 papers ·
Top topics: JavaScript · Python · AI
S3 Is the Future, S3 Is the Past
My comment on S3 Is the Future, S3 Is the Past — Hacker News. One thing I find notable about S3 today is that, while it used to drop in price reasonably often, there hasn't been a price drop in a full decade: 2006-03-14…
Bluesky reply bot checker
Tool: Bluesky reply bot checker Automated reply bots on Twitter are a scourge - as someone with a decent number of followers I attract a swarm of these, such that anything I post there attracts dozens of mindless…
New keyword idea
(note this is my first new feature proposal feedback WOULD be appreciated) syntax $vis_quantifier wrapper $new_type_name wraps $type_it_wraps; purpose makes it easier to make a 'new type'. While this is a more basic…
Rust for enterprise grade systems?
One thing that I am genuinely interested in rust, If same thing that I can generally do in Java building enterprise grade system, I can do in Rust. Not a secrete Java and OOP become de-factor a standard for every…
Rust for enterprise grade systems?
This is design that became de-facto standard for every enterprise solution. How would you design this in rust? language = java interface Collection { int size(); // Iterator does only one thing, iterate. // Question…
Attempting to store a function with parameters in a Some variant
I had it working without passing parameters but now I get an expected function pointer, found function item error. Code Snippet: Creating the menu and the function it's storing fn create_menu() -> Menu { let mut menu =…
JavaOne 2026: How To Write Great Java Apps With LLMs and Agents
Java's open ecosystem—specifications, source code, JSRs, JEPs, mailing lists, MicroProfile, and Jakarta EE—made it an ideal training ground for LLMs. These models learned more than syntax: they absorbed Java's patterns,…
Pre-RFC: Cromulent Copy Closure Captures
RFC posted: Cromulent `Copy` closure captures by Jules-Bertholet · Pull Request #4011 · rust-lang/rfcs · GitHub Characteristic cognomen: cromulent_copy_closure_captures Calendrical commencement: TBD CCC (Call Concerning…
From documenting decisions to questioning them
I started with a simple task: I needed an AI agent to help me compile decision records, structured documents that capture why a team chose option A over B, using the open-source MADR format. Fill in the sections,…
Building a Chrome extension that reads Hanifi Rohingya webpages in Latin script
Rohingya has two writing systems in active use. Hanifi Rohingya is a right-to-left script that has been in Unicode since 2018 (block U+10D00–U+10D3F). Rohingyalish is Rohingya written in the Latin alphabet. Many…
Google Ads gives you 6 months to appeal a suspension. Merchant Center gives some violations zero warning at all.
If your Google Ads or Google Merchant Center account got suspended, the first thing worth knowing is how much time you actually have — and it isn't the same for every violation. Google Ads: you have at least six months…
From Tiled to PixiJS and back: editable maps in TypeScript
Open a map in Tiled. Build a bridge in the browser. Open the changed map in Tiled again. I'm working on pixi-tiledmap, a TypeScript library for loading, rendering, editing, and exporting Tiled maps with PixiJS v8. This…
How to Add AI Voice to Your Django App
Why Add AI Voice to a Django App? Imagine a learning platform that reads lessons aloud, a customer‑support portal that speaks answers in a friendly tone, or a productivity tool that reads back your to��do list. Voice…
You Are Lying to Your Compiler. Use "satisfies" Instead of "as".
You are lying to the compiler. It is time to stop. I am going to say something that might make some of you uncomfortable. Every time you write as in TypeScript, you are basically telling the compiler to shut up and…
Store Locators That Crawlers Can Actually Read
If your store locator only renders locations after JavaScript runs, many crawlers will see an empty page. The fix is architectural: give every location its own server-rendered URL, link to all of them from plain HTML,…
Five Programmatic Safety Checks for XRPL Tokens
20,404 tokens are issued on the XRP Ledger. 1,268 traded in the last 24 hours. Anyone can issue one in seconds without permission, so the entire burden of screening sits with whoever is reading the data. Here are five…
KryonOS v2.0.0 brings a JavaScript GUI OS to ESP32-S3 (N16R8), Cardputer, CYD, and LilyGO T-HMI with a 3D engine
KryonOS v2.0.0 marks a monumental milestone in the evolution of our open-source microcontroller operating system. This major release introduces multi-board hardware abstraction with official ESP32-S3 flagship support,…
Stop shipping messy code: I built a zero-dependency frontend auditor (with Claude MCP support)
If you are anything like me, you've probably approved a Pull Request only to realize later that a rogue console.log("here") made it into production. Or maybe you noticed your package.json has 5 libraries that haven't…
Everyone Greps for SQL Injection. Nobody Greps for the Other Eight.
Ask a developer to find injection in a codebase and they grep for string concatenation near a database call. They will find the SQL. They will walk past eight other interpreters on the way. An interpreter nobody…
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