Tausif Ansari retweeted
Pi.Alert scans your home Wi-Fi or LAN and alerts you when an unknown device joins or a known one drops off.
Tausif Ansari retweeted
New author alert! 🎉
@msdos41_ tests emoji support by drawing each one twice on a canvas in different fill colors. A real color glyph ignores the fill, a missing one doesn't. Missing ones get an image, and copy still gives the real emoji. First DEV post!
dev.to/msdos41/detecting-emo…
Tausif Ansari retweeted
Convert PDF to DOCX Using Python!
Need to convert PDF files into editable Word documents?
Python makes it simple with the pdf2docx library.
Quick Steps:
Install pdf2docx
Import the Converter class.
Load your PDF file.
Convert it into a DOCX file.
Close the converter.
Install:
pip install pdf2docx
A useful Python automation trick for developers, students, and data professionals!
Tausif Ansari retweeted
AI agents typically only do something after you ask them to, which often works just fine.
But here, Darsh shows how to build a local AI assistant that runs on a schedule.
You'll use Python, Ollama, Qwen, LangChain, cron, and Task Scheduler to run daily agents for common recurring tasks.
freecodecamp.org/news/how-to…
Every story in this series has been about an agent reaching too far. This one never reached at all.
It was a code-review bot,read-only by design. It stayed inside its boundary the entire time. And it still produced a fake security report that would have caused a real outage.
Part 6 of our AI Coding Agent Horror Stories series: bit.ly/4sMvoEd
Tausif Ansari retweeted
When you're building React Native apps, you likely start with a few files and simple components.
But as things get more complex, any change means checking multiple things across the project.
In this handbook, @ajaypatel_aj teaches you how to solve this problem using shadcn/ui + React Native Reusables.
freecodecamp.org/news/how-to…
Tausif Ansari retweeted
Run OpenCode sessions, git, a terminal, and schedules from one self-hosted web app on desktop or phone.
Explore it here:
osp.fyi/opencode-manager
Tausif Ansari retweeted
Algorithms for Optimization – Free PDF
Want to learn how to solve complex optimization problems efficiently?
Algorithms for Optimization is a valuable resource for developers, researchers, engineers, and students interested in mathematical optimization and computational problem-solving.
What you'll explore:
🔹 Optimization fundamentals
🔹 Unconstrained and constrained optimization
🔹 Gradient-based optimization methods
🔹 Derivative-free optimization
🔹 Stochastic optimization
🔹 Practical algorithms for finding optimal solutions
Why read it?
Optimization is essential in Machine Learning, Artificial Intelligence, Operations Research, Robotics, and Scientific Computing.
Whether you're studying algorithms or building intelligent systems, this book can strengthen your mathematical and computational foundations.
Get the FREE PDF here:
clcoding.com/2026/11/algorit…
Learn. Practice. Optimize.
Let's put compound operators and casting to the test with codebysophy!
In our recent lab, you start your shuttle with 1000 fuel, take in three check-ins, and track how much fuel you burn and find. Then find your average fuel per day.
BONUS: Start your tank at Integer.MAX_VALUE and test what happens to your fuel. Drop your answer in the comments.
Check out our full lecture series to learn more: social.ora.cl/6015BHHZU3
Tausif Ansari retweeted
Memory is what allows Claude to learn from experience. In a new Engineering Blog post, we share how “dreaming” helps Claude organize what it’s learned, correct its mistakes, and find what it needs more easily the next time. anthropic.com/research/compo…
Tausif Ansari retweeted
Check out Google's Elephant-Goldfish Model, our new open-source plugin → goo.gle/480yn2n
Draft specs with deep-context agents and stress-test them with zero-context subagents before writing code. You make the architectural decisions and approve the spec before implementation. Works with Antigravity, Claude, Codex and ChatGPT.
We partnered with @fmf_org and its member firms on a new framework to help identify when bypassing an AI system's safeguards could enable serious cyber harm, and prioritize stronger protections.
"...This framework is an important step toward a common methodology for evaluating and comparing the severity of cyber jailbreaks, including the capabilities they unlock and how readily they can be used. Shared approaches like this can help the AI and security communities build a clearer evidence base and prioritize improvements to safeguards." - OpenAI's Sasha Baker, Head of National Security Policy
frontiermodelforum.org/updat…
Tausif Ansari retweeted
New author alert! 🎉
@Seemanth_raju traces a voice agent's 3-second lag to hosts running at 96% CPU, not the model. Dedicated cores cut it to about 1 second, then silence recovery and turn-taking fixes lifted engagement. First DEV post!
dev.to/seemanthraju/your-voi…
Tausif Ansari retweeted
Built for the @AIatMeta Global AI Developer Hackathon: Screenshot to Tokens.
A design system from a screenshot in seconds. A more accessible app from the tokens in one change.
Try it live, click a label and talk to it: s2t.sorbcloud.com
Open source. Thread below.
Tausif Ansari retweeted
Reviewing a long PDF page by page can take lots of time that most of us don't want to spend.
But a storyboard gives you a more efficient way to review the contents.
In this in-depth guide, @allinonetools helps you build a browser-based PDF storyboard generator using JavaScript.
freecodecamp.org/news/build-…
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🎤 Keynote spotlight: From Denso’s first Linux-based car navigation system to software for software-defined vehicles at Honda, Kazuo Tsubouchi has spent 30+ years in embedded software. Kazuo, Executive Chief Engineer at Honda, will keynote at #OSSummit Japan + #AutoLinux + #EmbeddedLinux in Tokyo, December 7-9. Don’t miss him!
REGISTER BY NOVEMBER 23 + SAVE: bit.ly/4cbg90v
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🗓️ Weekly recap (Oct 31-Nov 7) for GitHub Copilot App
🚀 1 release
🛠️ 394 improvements
395 features & enhancements in this release
Top features:
• Added /new slash command to start fresh conversations, matching Copilot CLI and replacing /clear 🔄
• Selecting text in pull request or issue comments opens menu with Copy, Quote reply, and Side chat options
• Personal instructions for Assisted approval in Sessions settings to guide tool request judgments, disabled by default
• Pull request sidebar shows review and check progress counts, oldest unresolved comment jump, and Autofix for failed checks 🛠️
• Context-limit errors now offer Compact conversation or Review context usage buttons for better handling
• Pull request Commits tab shows compact commit rows with author avatars, short timestamps, and copy options
• Opening pull request merge panel immediately refreshes checks, review comments, and merge status
Enhancements:
• On Linux, added Graphics compatibility mode under Themes and graphics with a prompt for slow rendering 🖥️
• Expanding large folders in Files panel is about twice as fast for improved navigation ⚡
• Library list view thumbnails now show scaled-down tile previews grouped by Source labels
• Sessions tab renamed from Posted to Sessions, view options menu spacing improved
• Repository trust prompt now names the repository in trust dialog for clearer security notices 🔐
• Saved custom views in My Work increased beyond ten for better user organization
• Side panel for chats or agents on remote hosts now includes terminal access on that host
• Child Agent opened from project shows Background entry listing background tasks
• Dynamic Workflow agents now reliably show composer pill even if run update events are missed
• Local session ends turns as interrupted if Copilot CLI process exits during running tool call
• Patch edits to the same file in multiple sections combined as one edit in file list
• Private plugin marketplace pinned to branch or tag uses user's GitHub account context
• Removing a repository or folder warns sessions started there, including CLI, are permanently deleted
Bug fixes:
• Fixed Add GitHub repository suggestions to update correctly after account changes
• Mentioning files with backslash on Linux/macOS attaches correct files instead of invalid paths
• Branch workspace with unchecked-out branch no longer switches to conflicts view wrongly
• Terminal option restored for chats and agents on remote hosts without repositories
• Chats or sessions delegating work to child sessions now get notified if turn gets interrupted
• Prevented local sessions from staying in working state indefinitely after CLI exits
• Pull request sidebar no longer briefly shows 'No checks' while checks are loading
• Fixed merge panel refreshing issues to avoid stale status displays
Misc:
• View options menu improved for more balanced spacing around controls
• Quote reply inserts selected text into reply box for streamlined commenting
• Removal warnings improved to specify permanent deletion of session histories
• Repository trust prompts updated to include repository names for clarity
github.com/github/app/releas…
#GitHubCopilotApp
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8 open-source projects held readers' attention this week.
The top one is a replacement for something you know. ↓
A new way to measure how AI agents handle the routine analyses of wet-lab science—BioBasicsBench.
Developed with Ligo, a biotech company focused on enzyme design, the benchmark draws on 100 tasks from real experiments to test whether agents can interpret raw lab data, identify errors, and recognize when the evidence doesn’t support a conclusion.
Accelerating biological research starts with getting the everyday work right. BioBasicsBench shows where models need to improve, and helps us track what those gains mean for scientific progress, biosafety, and biosecurity.
openai.com/index/measuring-h…























