
🌍 Wired
Jaguar Finally Reveals Its Biggest Gamble: the Type 01
Following a viral rebrand and two years without selling a new vehicle, the British marque takes the covers off the most divisive electric car yet seen.
🌍 Dev.to
MCP in Agentic AI vs Function Calling: MCP Wins
MCP in agentic AI wins against plain function calling for any team whose agents need to outlive a single model, framework or application. Function calling is a contract you re-implement inside every app you ship; the Model Context Protocol is a standard protocol layer, so one server integration works across the clients that already speak it, including Claude, Cursor, VS Code, Microsoft Copilot, Gemini and ChatGPT ( Linux Foundation ). The exception is narrow and real: if you are one developer co...
🌍 Dev.to
Docker permission denied: why it happens and how to fix it properly
Docker permission denied: what the error is actually telling you
A client messages me about this error almost every week. They run a command, see "permission denied", and assume Docker is broken.
Docker is rarely broken. People just use one name for two completely different errors.
The first happens before any container starts: your user cannot talk to the Docker daemon. The second happens inside a running container: the app cannot write a file.
The fixes have nothing in common, so ...
🌍 Dev.to
Wazuh FIM "not detecting" a changed file usually means it has not looked yet
You add a directory to Wazuh file integrity monitoring, change a file, and nothing happens. On Wazuh 4.14.7 the usual reason is the schedule, not a bug. We measured it on a manager container.
The defaults
The <syscheck> block in the 4.14.7 manager image's default ossec.conf :
<frequency> 43200 </frequency>
<scan_on_start> yes </scan_on_start>
<alert_new_files> yes </alert_new_files>
<directories> /etc,/usr/bin,/usr...
🌍 Dev.to
Why the Outbox Pattern, Queue, and Embedding Worker?
The previous post covered why I chose pgvector for semantic search.
But there was another question:
When should a memory be embedded?
At first, it might seem simple:
Create memory
▼
Generate embedding
▼
Save embedding
But this makes memory creation dependent on the embedding process.
If the embedding provider is slow or unavailable, creating a memory could also fail or become slow.
I wanted to separate these two operations.
The architecture became:...
🌍 Dev.to
LopeBase: The Meta-Tool for Managing the Side Project Graveyard
LopeBase: The Meta-Tool for Managing the Side Project Graveyard
Why It Matters
Most developers experience a specific type of burnout known as "dashboard fatigue." You have a SaaS product, a personal blog, and maybe a utility library, and you’re expected to monitor uptime, manage deployments, and curate content across three different interfaces that don’t speak to each other. LopeBase, shared on Hacker News, attempts to solve this by acting as a unified orchestrator for these dis...
🌍 Dev.to
Games got prettier. The game stayed mostly the same.
Better graphics do not automatically create a new way to play. The question I care about is whether AI can change what happens between the player and the game.
Gaming spent decades improving the surface.
More polygons, bigger maps, faster networks, and production budgets large enough to fund a small country. The actual relationship between player and game barely moved.
We still press buttons while software follows rules written months ago.
AI agents finally have a chance to change th...
🌍 Dev.to
Overwhelmed by DSPM Findings? Structured Prioritization and Action Plan Offers Relief
Understanding the DSPM Findings Landscape
Data Security Posture Management (DSPM) tools generate a deluge of findings, each representing a potential vulnerability in an organization’s data security infrastructure. Analogous to cracks in a dam, these findings vary in severity—from minor misconfigurations to critical exposures. Without a structured approach, the sheer volume of alerts overwhelms security teams, leading to inefficiencies and heightened risk of catastrophic breaches. The challen...
🌍 Dev.to
I Opened the Palworld Breeding Dataset Behind My Calculator
I built a Palworld breeding calculator, but the part I most want other developers to use is the data.
The dataset behind the site is now public as JSON and CSV:
https://www.palworldonline.net/data
Disclosure: I built and maintain the calculator I am linking to here. It is free to use, does not require an account, and is not affiliated with Pocketpair or Garena.
This post is about what is in the dataset, why I opened it, and the breeding-data bugs it is designed to prevent.
...
🌍 Dev.to
Nine Bugs That Taught Me Reliability: Post-Mortem of a Zero-Cost Hybrid AI System
canonical_url: https://arielchangdev.github.io/angelina-finance-agent/
Building a hybrid local+cloud AI system under two hard rules — $0 cost and never break production. The interesting part wasn't the happy path; it was the 9 production bugs and what each taught me about where reliability actually lives.
A war-stories write-up. The system was fun to design. The interesting part was the nine ways it quietly broke — and what each one taught me about where reliability actually lives.
...
🌍 Dev.to
I built a game that replaces doomscrolling with quizzes, hidden history, and brain puzzles
I kept catching myself doomscrolling, so I built something to replace it: CurioQuest , a free web game where curiosity earns you XP.
👉 Try it: https://curio-quest-phi.vercel.app/
What it does
🏛️ Forgotten Wonders: stories about obscure history and nature mysteries (the Antikythera Mechanism, the Dancing Plague of 1518, Göbekli Tepe), each with a 3-question quiz
🔬 Science Fact Lab: rapid true/false facts with sourced explanations and accuracy streak multipliers
🧩...

🌍 Dev.to
I don’t code. My AI usage still reached 145 million tokens.
When I checked my AI usage dashboard, two numbers made me stop:
145 million tokens. 8,377 requests.
I don’t code.
Vijay, our founder and main developer at 123sudo, handles that side of the work. These were my conversations.
In September, I wrote about those figures on Medium. My 9xchat dashboard showed an all-time cost of about $637 . That wasn’t my complete AI spending for the year. Including other AI tools and services, I estimated I was approaching ₹1 lakh .
Those ar...
🌍 Dev.to
I Built a Data-Driven Palworld Breeding Calculator for Version 1.0
Palworld breeding looks simple when you are just putting two Pals into the farm.
From a code point of view, it is a nice little data-modeling trap.
I built and maintain a free Palworld Breeding Calculator for Palworld 1.0. It lets players pick two parents and see the egg, pick a target and find valid parents, plan multi-generation breeding trees, and inspect the data behind the tool.
Disclosure: this is my project, and the link above goes to it. It is free to use, does not require an ac...
HackerNews
Meta open sources code to let you make Muse AI gadgets
Article URL: https://www.theverge.com/tech/1004330/meta-muse-ai-gadgets-home-link
Comments URL: https://news.ycombinator.com/item?id=49984547
Points: 2
# Comments: 0
HackerNews
Italian PM files to trademark her voice against AI threats
Article URL: https://www.bbc.com/news/articles/ckly0g1ljq2yo
Comments URL: https://news.ycombinator.com/item?id=49984617
Points: 2
# Comments: 0
HackerNews
Sulcus – observe and control AI agents while they run
Article URL: https://sulcus.dev/
Comments URL: https://news.ycombinator.com/item?id=49984636
Points: 2
# Comments: 0
HackerNews
AI is going to run out of power
Article URL: https://www.transformernews.ai/p/ai-will-run-out-of-power
Comments URL: https://news.ycombinator.com/item?id=49984644
Points: 3
# Comments: 0
HackerNews
Show HN: An AI agent runs ten web errands a day, every transcript published
Article URL: https://agentability.org/
Comments URL: https://news.ycombinator.com/item?id=49984736
Points: 7
# Comments: 0
HackerNews
An Open Letter to Steven Pinker on AI
Article URL: https://www.astralcodexten.com/p/an-open-letter-to-steven-pinker-on
Comments URL: https://news.ycombinator.com/item?id=49984947
Points: 19
# Comments: 1
HackerNews
AI Hasn't Replaced Interpreters But It Has Degraded Their Working Conditions
Article URL: https://capitalandmain.com/ai-hasnt-replaced-these-interpreters-but-it-has-degraded-their-working-conditions
Comments URL: https://news.ycombinator.com/item?id=49985287
Points: 3
# Comments: 2
HackerNews
Where do we draw the line on AI in court filings?
Article URL: https://lexifina.com/blog/where-to-draw-the-line-on-ai-in-court-filings
Comments URL: https://news.ycombinator.com/item?id=49985587
Points: 3
# Comments: 0
HackerNews
South Korea says AI agents appear to have been used to hack the country's banks
Article URL: https://www.reuters.com/world/south-koreas-lee-says-ai-appears-have-been-used-bank-hacks-2026-10-06/
Comments URL: https://news.ycombinator.com/item?id=49985861
Points: 50
# Comments: 11
HackerNews
Researchers Backdoor Open AI Model to Steal Credentials in Coding Agents
Article URL: https://projectdiscovery.io/research/how-abliterated-models-can-get-you-pwned
Comments URL: https://news.ycombinator.com/item?id=49986345
Points: 3
# Comments: 1