Compressing tool output before sending: How Headroom reduces 55,957 tokens to 24,340, and its limitations

IntroductionWhen you leave troubleshooting to a coding agent, the log retrieval tool returns 55,957 tokens of text. Of that, ...
Security Boulevard

How Do You Clean Up a Vibe-Coded Application Before It Goes Into Production?

Your team built a working application in three weeks using Cursor, Lovable, Replit, Bolt, or Claude Code. The demo impressed investors. The pilot customer is ready to sign. And now someone in the room ...

GitHub Actions' ubuntu-latest is changing to 26.04—Java 8, tsc, and webpack are disappearing, and CMake pinning is being removed

Starting October 19, 2026, GitHub Actions' ubuntu-latest will switch from Ubuntu 24.04 to 26.04. The transition is scheduled to be completed by November 19.The official announcement issue ...
Security Boulevard

Serverless, Not Riskless: Exploiting Unauthenticated API Gateways in AWS

Exploiting Unauthenticated API Gateways in AWS September 21, 2026 sara.pearlman@guidepointsecurity.com BLOG  5 min. Over the past year, GuidePoint’s Threat and Attack Simulation (TAS) team has ...
OSTechNix

Best Free Weather APIs Linux

Need weather data on Linux? Here’s a comparison of 8 practical free and trial weather APIs for scripts, dashboards, and data ...
Wall Street Journal

AI Use Contributes to Global Decline in Student Reading Skills, OECD Says

The widespread use of AI tools and social media platforms has contributed to a sharp deterioration in the reading skills of high-school students around the world, according to the OECD, with potential ...
cybersecuritynews

New Apache Log4j2 Flaw Lets Attackers Bypass Security Checks and Execute Remote Code

A newly disclosed Apache Log4j2 issue could allow attackers to bypass a deserialization allowlist and execute code remotely in narrowly defined deployments. The issue, tracked as Log4j2 #4255, affects ...
Search Engine Roundtable

JSON-LD Extraction For Googlebot Now Does One Pass Of HTML Unescaping

Google's crawler now strictly enforces standard JSON formatting when reading your site's structured data, schema markup, instead of auto-correcting double-escaped HTML text. "To bring our parser up to ...
MIT Technology Review

We still don’t know how people are really using AI

But a new study shows that work use cases make up less of the picture than AI companies claim. AI companies like Anthropic and OpenAI regularly publish reports on how people are using products like ...
InfoQ

JEP 540 Proposed to Target JDK 28 with a Simple JSON API

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
GitHub

dsh-read-url

URL reader plugin for DeepSeek Harness: fetch any URL — webpages (HTML), JSON APIs, RSS/Atom feeds — auto-detect encoding (UTF-16 BOM / GBK/GB2312 / UTF-8 / Big5 / Shift-JIS), extract the clean main ...
Wall Street Journal

Doctors Don’t Want Patients to Read Test Results With AI. They’re Doing It Anyway.

If patients turning to the internet for medical advice wasn’t enough, doctors now have a new, more powerful version of “Dr. Google” to contend with. The majority of American adults today view their ...