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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.
DeepSeek V4 Pro 0813 (on OpenRouter) The latest DeepSeek Pro model is now available, via API only. I had to link to OpenRouter because DeepSeek don't have any obvious announcement page for their new model. I haven't…
Python 3.11.16
Python 3.10.21
Release: alchemy-utils 0.1a0 I've long pondered what a database agnostic version of my sqlite-utils Python library and CLI utility might look like. This morning (literally a shower project) I tasked Codex and GPT-5.6…
The DSF Board hosts open office hours every Wednesday at 6:00 PM UTC (check your local time). Anyone in the Django community is welcome to drop in. You do not need an agenda or an invitation. Video call details are on…
Major changes #55629 - [3.x] Add post-quantum cryptography (PQC) support to TLS registry Complete changelog #47598 - Quarkus REST issue with UriInfo and matrix parameters #48889 - Introduce another Qute escape…
But then users start to report a weird bug. It's the 4th time your team has been trying to fix it. I mean... asking AI to fix it. Unfortunately, it seems like not even Fable can figure it out. You go talk to the person…
The Agent Client Protocol (ACP) defines a common contract between a client – like IntelliJ IDEA – and an agent. IntelliJ IDEA already includes several ACP-compatible agents: Codex, Claude Agent, and Junie. Beyond these…
Python 3.12.14
When developers hear “AI in the IDE”, the first thing that often comes to mind is a chat window. IntelliJ IDEA includes an AI chat, but JetBrains AI features also appear in many other parts of the development workflow.…
Agent Skills have become a key building block of the Agent Harness for AI-driven agentic development. They give AI agents additional capabilities and knowledge, enabling them to complete tasks in a way that aligns with…
[Python Releases Eclipse Your Security!](https://discuss.python.org/t/python-3-12-14-3-11-16-and-3-10-21-are-now-available/108537) New security releases for 3.10, 3.11 and 3.12 are now available.
Learn how a Java MCP server can embrace the latest MCP specification without breaking existing integrations or forcing immediate client upgrades.
Release Bevy 0.19.1
Bu serinin yazarı Güray: AI geliştirmecisi, prompt ve analiz mühendisi. Kodun büyük kısmını bir LLM ajanıyla pair programming yaparak yazıyorum. Seri, kafa1milyon.com'un perde arkasını mühendis gözüyle belgeliyor. Bölüm…
"How many days until the deadline?" sounds trivial until you actually write the code and get bitten by time zones, daylight saving time, and off-by-one errors. Here's a clear, correct way to do it. The naive version…
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# TypeScript 7 Goes Native: What Breaks on Upgrade TypeScript 7 (the release everyone's been calling Project Corsa) is not a normal version bump. The compiler and language service got rewritten from JavaScript into Go,…
Most lead-capture advice assumes a contact form sits at the center of the funnel. For a lot of local service businesses in Latin America, that assumption is wrong. The form is not where the leads happen. WhatsApp is. I…
In the rapidly evolving digital economy, payment processing platforms like Stripe have become essential infrastructure for businesses of all sizes. From e-commerce stores and subscription services to freelancers and…
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I had a text-compare tool that asked people to compare two things it would not show them at the same time. One textarea, then another textarea underneath it, then a single-column unified diff below that — removals in…
Every local service business site (roofing, plumbing, HVAC, contracting) lives or dies by its quote-request form. Get the engineering wrong and you either drown the sales team in bot spam or lose real leads to friction.…
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Learn how to integrate OpenTelemetry with a FastAPI app in Python to instrument endpoints, export traces, add custom spans, and correlate logs.
Clarify Suspense link in useDeferredValue docs (#8591)
Instrument a FastAPI app with OpenTelemetry to export traces, add custom spans, and correlate your application logs with traces.
Hello and welcome to another issue of This Week in Rust! Rust is a programming language empowering everyone to build reliable and efficient software. This is a weekly summary of its progress and community. Want…
Topics covered in this episode: Claude Code /insights Post-quantum crypto lands in Python MCP goes stateless — and FastMCP gets renamed inshellisense - IDE style command line auto complete Extras Joke Watch on YouTube…
AI coding agents can make software development feel dramatically faster. But faster output does not always mean a faster path to production. Knowing how to work with these tools effectively is becoming just as important…
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