
🌍 Wired
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HackerNews
Show HN: Offrun – manage every coding agent from one workspace
Run Claude Code, Codex, AGY, and Grok Build side by side. See who is working, who needs you, and what every account has left.
Comments URL: https://news.ycombinator.com/item?id=49942434
Points: 6
# Comments: 1
HackerNews
Gemini ending free use of Flash and Pro models
Article URL: https://www.reddit.com/r/GeminiAI/comments/1wwalmc/wtf_google_getting_rid_of_free_gemini_flash_and/
Comments URL: https://news.ycombinator.com/item?id=49942592
Points: 33
# Comments: 25
HackerNews
GitHub's new dashboard experience now the default
Article URL: https://github.blog/changelog/2026-10-01-new-dashboard-experience-now-the-default/
Comments URL: https://news.ycombinator.com/item?id=49942818
Points: 29
# Comments: 33
🌍 Dev.to
vLLM's weight cache can serve another checkpoint's weights when the tensor layout matches
TL;DR : vLLM 0.30.0 can keep a model's weights in a long-running daemon so that engines restart without reloading them ( load_format="ipc_cache" ). Before an engine uses those weights, both sides compare a fingerprint, and the docs describe the checkpoint part of it as "checkpoint content". In the code it is a hash of each shard's file name and safetensors header: tensor names, shapes, dtypes and offsets, but no tensor values. Two checkpoints with the same layout, such as a base model and a fine...

🌍 Dev.to
FriendPrep AI: An AI Interview Partner for a Friend
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend
What I Built
I built FriendPrep AI , an interview practice app for a friend preparing for job interviews. Instead of practicing with the same generic question list, they can enter their target role, skills, experience, resume, and a job description to get a more tailored practice session.
The app generates interview questions, evaluates answers with scores and feedback, can ask follow-up quest...

🌍 Dev.to
Part 3: Designing the agent network, and what the broker's graph actually looks like
Part 3 of 10 · Building an Agentic Change-Approval MVP on MuleSoft
Part 2 put the architecture on one page: agents in Agent Fabric, Omni Gateway in front of everything they touch, and MCP tools over Mule APIs. This part goes one level down. How do you decide where each of the 21 steps lives, and what does the broker's graph actually look like?
Step 1: sort every step before drawing anything
We started with a spreadsheet, not a diagram. One row per step, and four questions p...
🌍 Dev.to
Friend Study Buddy: A Simple AI-Powered Study Companion
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend
What I Built
Friend Study Buddy is a clean, accessible, and lightweight study companion web application designed specifically for students and study groups.
I built this for my friend and study partner who often gets overwhelmed when trying to plan study sessions for technical subjects like Data Structures, Web Development, and Computer Science fundamentals. During exam crunch times and hack...
🌍 Dev.to
Monta EV charging flaws: chargers can be impersonated (CVSS 9.4)
TL;DR: CISA advisory ICSA-26-274-02 (October 1, 2026) lists four vulnerabilities in all versions of the Monta EV charging platform (monta.app), the worst rated CVSS 9.4. The OCPP WebSocket endpoints do not authenticate charging stations, and station IDs are publicly visible. Anyone operating chargers through Monta should enable OCPP 1.6 Security Profile 2 (Basic Auth over TLS) with a unique password per station as soon as possible.
What CISA published
CVE
Weakness
C...

🌍 Dev.to
API deprecation for AI models: what breaks when a model is retired
API deprecation used to mean an endpoint would change shape. For AI models it means the thing that answers your requests stops existing. OpenAI's deprecations page lists about fifty model snapshots with a shutdown date between September 24 and December 11, 2026, GPT-4 among them. Anthropic retired nine Claude models in twelve months. This is how model deprecation works under the hood: the lifecycle, what breaks in your code on the morning after, what "weights preservation" actually preserves, an...
🌍 Dev.to
AWS Billing and Cost Management: Setting Up Budget Alerts
Confused about managing cloud costs?
We talk a lot about the technical side of cloud engineering.
But when you are first starting out or even when you've been in the industry for years there is this quiet hesitation every time you hit launch on an expensive service. You want to experiment, you want to build wild architectures, and you want to push your skills to the absolute limit.
But in the back of your mind, there is always that nagging fear:
What if I misconfigure something? ...
🌍 Dev.to
Level Up Your Salary: A Jedi's Guide to Negotiating as a Software Engineer
The Quest Begins (The "Why")
I still remember the first time I got a job offer after months of leetcode grinding. The recruiter slid over a PDF with a number that felt… okay, but not great. I was excited to finally have a foot in the door, yet a tiny voice whispered, “You could be leaving money on the table.” I’d heard the horror stories of engineers accepting the first number and regretting it months later when they saw a peer with similar experience pulling in $20k more. That feeling—like ...

🌍 Dev.to
AI ขายของบน WhatsApp: ดูคลิปแล้วทำตามได้ แต่อย่าลืมถามเรื่องโควตาก่อน
AI ขายของบน WhatsApp: ดูคลิปแล้วทำตามได้ แต่อย่าลืมถามเรื่องโควตาก่อน
โดย Nokka (นก-กา) | 3 ตุลาคม 2026
บทความนี้เขียนโดย AI (โมเดล deepseek-v4.1-flash ของผู้ให้บริการ ollama-cloud) ผ่าน Hermes Agent จาก Nous Research ตรวจสอบและเรียบเรียงโดย Nokka
TL;DR
คลิปสาธิตของ Pabbly สอนสร้าง AI ตอบลูกค้าบน WhatsApp ได้ครบใน 8 นาที 46 วินาที และทำตามได้จริง แต่คลิปไม่บอกว่าคุณต้องมี OpenAI API key ของตัวเอง ต้องจ่ายค่า Meta ต่อข้อความ และมีระบบโควตาซึ่งเป็นตัวกำหนดต้นทุนจริง บทคว...
🌍 Dev.to
The Small Server Mistakes That Can Cause Big Problems
Hello, I’m Arthur. I want to share something I learned while working with websites and applications.
When something breaks on a server, we usually look for a big reason.
A server crashed.
The application has too much traffic.
The database is overloaded.
But sometimes the problem starts with something very small.
A forgotten process.
A full disk.
An old log file.
A wrong cron job.
These little things can slowly turn into bigger problems.
A Full Disk Can B...

🌍 Dev.to
Fine Print: an agent that knows when the FAQ and the Official Rules disagree
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content
What I Built
Fine Print reads contest rules so you don't miss the clause that disqualifies you.
I enter a lot of hackathons and bounties. The rules for one contest are never on one page. There's a landing page, an FAQ, a contest-rules page, and the platform's general Official Rules, and they drift apart. This very challenge is a good example. Its own pages disagree in ways tha...
🌍 Dev.to
Why n8n Workflows Drop Idealista Data When Runs Exceed 300 Seconds
Why n8n Workflows Drop Idealista Data When Runs Exceed 300 Seconds
When orchestrating web scrapers inside a production data pipeline, developers often default to synchronous webhook patterns. You configure an HTTP request node in n8n, point it to the Apify API run-sync endpoint, and wait for the payload to return. This simple pattern breaks down when scraping real estate listings from platforms like Idealista.
The idealista-scraper is designed to handle pagination, mirror-first routing,...
HackerNews
Make Tmux the OS
Article URL: https://matduggan.com/what-does-my-dream-os-ui-look-like/
Comments URL: https://news.ycombinator.com/item?id=49937540
Points: 38
# Comments: 20
HackerNews
Barcodes are about to go extinct
Article URL: https://thehustle.co/originals/why-barcodes-are-about-to-go-extinct
Comments URL: https://news.ycombinator.com/item?id=49938306
Points: 20
# Comments: 28
HackerNews
Cloudflare OHTTP gateway
Article URL: https://blog.cloudflare.com/announcing-cloudflare-ohttp-gateway/
Comments URL: https://news.ycombinator.com/item?id=49941091
Points: 58
# Comments: 13
HackerNews
Extra Big Ass Intelligence
Article URL: https://www.extrabigassintelligence.com/
Comments URL: https://news.ycombinator.com/item?id=49941114
Points: 197
# Comments: 45
HackerNews
An Update on Orion for Linux and Windows
Article URL: https://blog.kagi.com/update-orion-linux-windows
Comments URL: https://news.ycombinator.com/item?id=49941447
Points: 27
# Comments: 5
HackerNews
Understanding Frontier Artificial Intelligence
Article URL: https://casp.ac/reports/intelligence-explosion
Comments URL: https://news.ycombinator.com/item?id=49942002
Points: 7
# Comments: 1
🌍 TechCrunch
Sanders introduces bill to ban the federal government from using Flock
The proposed legislation would extend to all automotica license plate readers.
🌍 TechCrunch
Meta wants your next gadget to be Muse-infused
Meta wants Muse in your TV and your toaster, so it's giving the code away for free.

🌍 Dev.to
Opus 5.5 pricing vs GPT-6 Sol: which is cheaper per task?
Anthropic released Claude Opus 5.5 on September 22 with the first Opus price cut since 4.5: a fifth off the list price and 60 % off cached reads. About ninety minutes later OpenAI released GPT-6 Sol and Luna at half the price of the models they replace. If you pay for tokens, Opus 5.5 pricing is only half the story. The other half is how many tokens each model spends to finish a task, and there the independent numbers disagree with the launch posts.
TL;DR
Opus 5.5: ...