Cyber_Ⓜ️ohh 🌐

SOC Analyst || Tech Networking📱|| Researcher|| Tech writer ✍️ || Gamer🕹||Foodie 🥙, #StaySafeOnline, #cybersecurity #BigData #security #Infosec #cyberplural

[RecruitmentPQ @RecruitmentPq]

Google Nigeria is Hiring – Remote Role Available

Google's Mandiant division is hiring a Senior Incident Response Consultant in Lagos, fully remote, competitive package.

Requirements:
– https://t.co/VJ0exGIKsm in Computer Science, Cybersecurity, or related field
– Min 5 years in incident response, forensics & malware analysis
– Proficiency in Linux/Unix and Python
– Cloud certifications are a plus

Apply: https://t.co/B0HYOnoods

Deadline: Not specified (Apply early)

Getting a callback from Google starts with a CV that communicates seniority and impact. A generic one won't survive the screening. Build yours at https://t.co/WhGGd1DZ2b or get it tailored for this role at https://t.co/oPb142yggv

Tag a cybersecurity professional who should see this.

[Scholarships Corner @scholar_corner]

🇮🇹 Chance to Win a Fully Funded Trip to Rome, Italy

FAO Global Youth Contest 2026

Open Worldwide | Age: 18–35 Years

Link: https://t.co/6Uwq31ttyc

Benefits: Fully funded trip to Rome, all travel and participation costs covered, attendance at the World Food Forum 2026, featured video interview on FAO platforms, and global visibility through the FAO elearning Academy.

⏰ Deadline: 31 July 2026

Credit: FAO elearning Academy
Disclaimer: Scholarships Corner shares opportunities for informational purposes only. Applicants are advised to verify all details, eligibility requirements, funding provisions, and deadlines through the official website before applying.

#ScholarshipsCorner #FAO #faoglobalyouthcontest #WorldFoodForum #rome #italy

[CentreForHumanRights @CHR_HumanRights]

Applications are open

Join the @CHR_HumanRights',@UPTuks Sexual and Reproductive Health Rights Litigation Training. It will take place in Nairobi, Kenya (3–4 Sept 2026) and will strengthen your skills in advancing sexual and reproductive health rights through strategic litigation.

Successful applicants will have their travel, accommodation, meals, and related participation costs covered.

Apply by 1 July 2026
For more:https://t.co/qSiNDjxAzU

[W @heywole]

Developer Hackathon Opportunities

if you’re a developer who loves to participate in hacks, check these out

Casper Agentic Buildathon 2026
prize: $150K prize pool
🔗 https://t.co/QcOx5ZLjJM

APAC Stellar Hackathon 2026
prize <= $60K
🔗 https://t.co/w2IUo1TFSg

UiPath AgentHack
prize: $50K cash
🔗 https://t.co/q1JyQI0krk

XRPL COMMONS Hackathon
prize: $50K XRP
https://t.co/RrFa5tte3T

Slack Agent Builder Challenge
prize: $42K
https://t.co/JAlYNxvUaQ

Smart Commerce Challenge
prize: $25K
https://t.co/mpcArmh3Qf

HSK Chain Horizon Hackathon
prize: $12K USDT
🔗https://t.co/6M0lqk59yZ

CROO Agent Hackathon
prize: $10.2K
🔗 https://t.co/wjKNCjyofV

tag a developer who should see this 👇

++ always verify deadlines and requirements from the official hackathon page before submitting

[Nate Matherson @NateMatherson]

If your WFH desk setup doesn't cost more than a used Honda Civic, you aren't serious about your pipeline.

My ergonomic chair is built from the salvaged suspension of a 2019 Tesla Model S.

My primary monitor is a converted IMAX screen I bought from a bankrupt theater in Oakland.

When I drag a cell in Google Sheets, I physically have to rotate my entire torso. I burn 400 active calories a day just searching for the Slack icon.

Stop complaining about back pain and optimize your environment.

[🛸 @mvcciido_szn]

the this is the most eye opening clip out there right now.

[Study abroad@UJ @UJStudyabroad]

CALL FOR APPLICATIONS: Royal Society Wolfson Fellowship – Round 2

UK universities want YOU! 🌍 Up to £300,000 for a 5‑year UK relocation OR £125,000 for a Visiting Sabbatical.

✅ Mid/senior researchers in Natural Sciences
✅ Open to ALL nationalities

[opportunitydesk.org @OpportunityDesk]

Pallas Foundation Fellowship – Fall 2026

The Pallas Foundation Fellowship – Fall 2026 is an exceptional opportunity for emerging and established changemakers to deepen their expertise, collaborate with a diverse network of professionals, and contribute to solutions that address pressing global challenges.

Details: https://t.co/pn4KDmmBv9 |
Deadline: July 10

[Mrs M @MrsScotty_M]

3,550 JOB OPPORTUNITIES ACROSS EAST AFRICA – MASTER CARD FOUNDATION ASSOCIATE PROGRAM 2026 🚀

The Mastercard Foundation Associate Program in partnership with Shortlist Futures is now accepting applications for a large-scale employment placement initiative connecting young Africans to real job opportunities across East Africa.

Benefits:

Access to 3,550 job placements across East Africa
Career training through Prep2Soar modules
Interview and job readiness support
Opportunities across multiple industries
Remote, hybrid, and onsite roles available

Deadline:
No fixed deadline (rolling applications). Apply early to increase your chances.

Pro Tip:
Complete all assessment questions carefully—your responses are directly used for employer matching and shortlisting.

[Mrs M @MrsScotty_M]

🚨 SCHOLARSHIPS FOR NGO & HUMANITARIAN PROFESSIONALS

The Uolarships for its newly redesigned Master of Advanced Studies in Humanitarian Action.

This opportunity is suitable for NGO staff, humanitarian workers, project managers, field coordinators, development professionals and peace-sector practitioners from eligible low- and middle-income countries.

➤ Scholarship benefits

• CHF14,000 contribution towards the CHF15,000 tuition fee
• Living-cost support during the compulsory Geneva residential sessions
• A recognised 60-ECTS Master’s degree from the University of Geneva
• Flexible blended learning format, allowing participants to remain in employment
• Mostly online learning, with two compulsory two-week residential sessions in Geneva
• Training in humanitarian leadership, project management, accountability, systems thinking, humanitarian diplomacy, advocacy, climate change and ethical AI use

➤ Eligibility

• You must be a citizen of an eligible least developed, low-income or lower-middle-income country on the OECD DAC list
• You must currently live and work in an eligible country
• Bachelor’s degree or equivalent
• At least three years of relevant professional experience
• Strong command of English, minimum C1 level
• Relevant experience in the humanitarian, development, peace or related sectors

➤ Important note

This is a major scholarship, but it is not entirely cost-free. Successful applicants must contribute a minimum CHF1,000 tuition deposit.

📅 Scholarship deadline: 30 June 2026

Official information and application:
https://t.co/L7XQI8qAay

[そう｜Claude Codeで始めるAI自動化 @so_ainsight]

無料で使えるのが信じられないGitHubツール10選：

1. yt-dlp
YouTubeを含む1,800以上のサイトから動画・音声を最高画質でダウンロードできる。字幕・メタデータも一括取得。YouTubeの対策を毎回突破して更新し続けており、172Kスターを獲得している。
https://t.co/wkNtOJbtpp

2. Stirling-PDF
Adobe Acrobatの主要機能（結合・分割・署名・OCR・圧縮・墨消し・変換）をすべてローカルで完結させるPDF管理ツール。ファイルが外部に送信されることがない。81K+スター。
https://t.co/SleJ1n4FS3

3. homepage
自宅サーバーやアプリの稼働状況を1画面に集約できる自己ホスト型ダッシュボード。企業向けシステム管理パネルと同等の機能が、無料で手元に用意できる。
https://t.co/KYec5GJGic

4. LocalSend
AirDrop代替の全デバイス対応ツール。Windows・Mac・Linux・Android・iOS間で、アカウント・クラウド不要、容量制限なしでファイルを送受信できる。同じネットワーク内だけで送受信が済む。
https://t.co/jWVruhyqNo

5. AppFlowy
Notionと同等のメモ・ドキュメント・データベース機能をオフライン優先で使えるメモアプリ。データは自分のマシンに保存され、外部に送られない。70K+スター。
https://t.co/B9Iopyikr8

6. immich
Googleフォトと同等の自動バックアップ・顔認識・AI検索・共有アルバム機能を、自宅のマシンで動かせる写真管理ツール。一度使うと手放せなくなる人が続出している。
https://t.co/8NEJ3gpAPp

7. Reactive-Resume
職務経歴書を無制限に作成・公開・管理できる無料ツール。履歴書サービスの大半はダウンロード時に課金するが、これは一切不要。38K+スター。
https://t.co/LxcgFMo01g

8. Whisper
OpenAIが作った音声文字起こしモデルで、99言語に対応。文字起こしアプリが分単位で課金している、その処理を担うエンジンがローカルで無料で動く。
https://t.co/sfAXTl4EDm

9. n8n
Zapierがタスクごとに課金していた「アプリ間の連携・業務フロー自動化」を、自己ホストで手数料なしに実現できるツール。数百の連携先対応で190K+スター。フェアコード（ソースコード公開型）。
https://t.co/pvJGzLdiyo

10. Firecrawl
URLを1回指定するだけで、そのWebサイトをAIが読み込める構造化データに変換できるスクレイピング基盤。月に数万円かかるスクレイピングサービスと同等の機能がオープンソースで使える。
https://t.co/k3RgEkh7Pf

[Nav Toor @heynavtoor]

A guy in Vancouver built an entire operating system inside a Chrome tab.

By himself.

Over six years.

His personal website is the OS.

You open https://t.co/NN8Se1NYiO and a Windows-style desktop loads.

File explorer. Start menu. Taskbar.

You can drag in a zip and extract it.

You can play DOOM.

You can play Quake III Arena.

You can boot Linux from an ISO.

You can run Stable Diffusion locally for image generation.

You can open a Python terminal.

You can edit code in Monaco, the same engine that powers VS Code.

All of it runs in your browser tab.

Nothing installs.

His name is Dustin Brett.

Self-taught engineer. Father. Husband.

4,473 commits. All his.

He had to swap the Windows icon for the π symbol because of legal pressure.

The repo has 12,883 stars.

MIT license.

His hosting bill is one dollar a month.

A single Cloudflare CDN does the rest.

This is what the open web was built for.

(Link in the comments)

[KingWilliam @kingwilliam_]

SOMEONE WIRED 2,000 OF THEIR NOTES INTO A 3D BRAIN CLAUDE CAN READ - AND IT RUNS ON THE SAME TRICK I USE 23 TIMES

most people send Claude 100+ messages a week re-explaining who they are - and it forgets 100% of it the second the tab closes

this is the opposite. 1 file. written 1 time. read by Claude before every single task, forever

it's called SKILL.md. each one teaches Claude exactly 1 job - your voice, your research, your planning - and it never asks twice

the 3D brain in the video is just 1 skill maxed out: a memory pulled from 2,000 of your own notes, not a billion pages of internet sludge

i run 23 of them. same model everyone else opens - mine just shows up already knowing the work, 10x sharper

30 minutes for the first one. 5 minutes each after. 23 files, and the model turns into a different one

a prompt helps for 1 message. a skill pays you back every session, for life

the article below is the full folder - all 23, start to finish

[Akshay 🚀 @akshay_pachaar]

Web scraping will never be the same.

(100% open-source visual search at scale)

PixelRAG is a retrieval system that skips HTML parsing completely.

Instead of scraping a page into text and embedding chunks, it screenshots the page and retrieves the image. A vision-language model reads the answer straight off the pixels.

Why that matters: parsing is where web RAG quietly loses information.

- A single HTML-to-text parser can drop 40%+ of a page.
- Tables, charts, and layout get flattened or thrown out.
- Swapping parsers alone can move accuracy ~10 points on the same docs.

PixelRAG indexes the page a person actually sees. The team built a visual index of all of Wikipedia, 30M+ screenshots, and it still beats the strongest text RAG baseline by 18.1% on text-only QA.

The repo also ships a Claude Code plugin that gives Claude eyes.

It lets Claude screenshot any URL and read the rendered page instead of scraping the DOM. So you can hand it a live page, an arXiv paper, or your local site and ask what it actually looks like.

One setup script. No MCP server, no backend.

How the pipeline works:

- Renders each document (web, PDF, image) to image tiles.
- Embeds them with Qwen3-VL-Embedding, LoRA fine-tuned on screenshots.
- Builds a FAISS index and serves a search API.

A stronger reader model lifts accuracy with no re-indexing, since the index is just pixels.

Everything is open-source under Apache-2.0.

GitHub repo: https://t.co/qun9TjAdmw

Talking about RAG, I recently wrote an article on a new approach that makes retrieval much more efficient by cutting corpus size by 40x, reducing tokens per query by 3x, and improving vector search relevance by 2.3x.

The article is quoted below.

[Avinash Singh @AvinashSingh_20]

100% Remote Hiring Companies list:
https://t.co/PoSIJtSOwz

More lists are shared here - https://t.co/gFxeLKc4QY

Bookmark it!

[Ibukun Amosu 🇳🇬🇬🇭 @amosuibk]

🔥 This Week’s Africa Startup & Funding Digest

Africa Youth Future Forward Innovation Challenge 2026
🏆 R20,000 grand prize + live pitching + investor access + continental visibility
🎯 Eligibility: Individuals and teams across Africa with a prototype, MVP, or validated concept
🗓️ Deadline: June 30, 2026
🔗 Apply: https://t.co/xQ10MKkYWa

Kuya Capital 2026 Grant Fund (Cohort 2)
💰 Grant funding for impactful startups
👥 Eligibility: Global founders (all industries)
⏳ Deadline: June 30, 2026
🔗 Apply: https://t.co/FQt0eSFuce

FCI4Africa Open Call 2026
🌾 Up to €50,000 funding for Food Systems Innovation Projects
👥 Eligibility: Startups, SMEs, researchers & innovators in Africa
⏳ Deadline: June 30, 2026
🔗 Apply: https://t.co/EACYld4X0v

Green Solutions Challenge 2026
🌱 Pitch and showcase innovative solutions driving environmental, social, and economic impact
🎯 Eligibility: Climate, renewable energy, green infrastructure, digital transformation, and sustainability solutions
🗓️ Deadline: June 30, 2026
🔗 Apply: https://t.co/EpxLWF9WpC

2026 FNF Afri GreenPitch Challenge
♻️ $20,000 Pitch Prize for innovative green businesses by GreenCape & Westerwelle Startup Haus Mombasa
🎯 Eligibility: SMEs in Botswana, Eswatini, Kenya, Lesotho, Namibia, South Africa, and Tanzania
🗓️ Deadline: June 30, 2026
🔗 Apply: https://t.co/dVjZmvfDVj

2026 China Merchants C Star Youth Innovation & Entrepreneurship Program
🌏 Expand globally, scale your impact, and connect with China's innovation ecosystem
🎯 Eligibility: Entrepreneurs across Africa and beyond
🗓️ Deadline: June 30, 2026
🔗 Apply: https://t.co/7RqIeR2upg

#Startups #Funding #Accelerators #TechInAfrica #WomenInTech #ClimateTech

[7h3h4ckv157 @7h3h4ckv157]

HackLabs (just sharing)

Worth trying: https://t.co/X6BYfQkrpX

[HR Beno @BenoHr80463]

In this drive, you’ll find everything you need to get started with AI and automation.

Drive Link 🔗
https://t.co/b1fwtTgFvG

This is worth bookmarking and sharing.

Good luck 🤞

[Oluwatimileyin✨🦋 @Timmysofine]

IELTS 4.0-5.0 https://t.co/jvEx1xIQdP
IELTS 5.0-6.5 https://t.co/jViTG3bx50
IELTS 6.5-7.5 https://t.co/7UPz3xx7cR
IELTS 8.5 https://t.co/SwLUAAwVkk

[Khushi Doshi @aiwithkhush]

10 GITHUB REPOS THAT SCRAPE THE ENTIRE INTERNET FOR YOU

Bookmark every single one. Each one pulls clean data off any website on earth, the kind of access companies sell behind a sales call and a contract.

1. https://t.co/yjhB8qsY2r

Point it at any website and it crawls every page, renders the JavaScript, and hands back clean structured data an AI can read instantly. It crossed 130K stars and landed in GitHub's top 100 repos. The scraping backbone half the AI startups quietly run on, open for anyone.

2. https://t.co/H8tTZjwd7O

The #1 trending crawler on GitHub. Turns any site into clean, LLM-ready markdown, faster than the paid services and with no API key, no account, no per-page fee. A dev built it in days after getting fed up paying $16 for a gated scraper. 51K stars. Apache 2.0.

3. https://t.co/xgLQDLB4HL

An AI agent that drives a real browser like a human, clicking, scrolling, logging in, filling forms, and pulling data off sites it has never seen before. Two ETH Zurich researchers built it and it hit 95K stars in about a year. The thing that scrapes pages no simple crawler can reach. MIT.

4. https://t.co/bBDy50sR9R

The full professional scraping framework, with rotating proxies, automatic retries, browser fingerprint spoofing, and queue management, all the machinery that keeps you from getting blocked. The exact stack scraping companies charge thousands to operate, handed to you for free.

5. https://t.co/nKhjeJxe1F

The original industrial-strength scraper that has quietly powered data teams for over a decade. Crawl millions of pages, extract anything, export it clean. Battle-tested at a scale most paid tools never reach, and free the entire time.

6. https://t.co/0NeYEdAWDt

Microsoft's own tool that converts any file or web page, PDFs, Office docs, HTML, images, into clean markdown an AI can actually use. The messy-data-to-clean-data step companies build whole pipelines around, open-sourced by Microsoft itself.

7. https://t.co/vyKqqy18Pi

A stealth scraper built to stay invisible, adapting automatically when a site changes its layout and slipping past the bot detection that stops everything else. The cat-and-mouse layer that anti-scraping vendors sell as a premium feature, free and open.

8. https://t.co/o9TuMdEQ1l

Mirror and control any Android phone from your computer to pull data and automate apps that have no website at all. The bridge into mobile-only platforms that most scrapers can't touch. 130K+ stars. Apache 2.0.

9. https://t.co/24FQISv92x

Show it one example of what you want and it figures out the pattern and scrapes the rest of the site automatically. No selectors, no code to maintain. The "just get me this data" button, in a few lines of Python.

10. https://t.co/BgL79bWL89

A version of curl that perfectly mimics a real browser's fingerprint, so the requests sneaking past every defense look exactly like a human with Chrome open. The lowest-level trick the expensive scraping APIs are quietly built on top of.

Companies sell this access for $2,000 a month. The source code is right here.