KP retweeted
Last week in Cologne I showed how you can use the GitHub Copilot App and Foundry to build an agent you can deploy across Teams, Outlook or an app of your choice.
I also showed how you can integrate our new Decision 1 model for intent classification. I'm interested in agents that can recognise intent and then take action independetly if they decide they can be helpful, so this was fun to show!
KP retweeted
WHATSAPP WEB DESK AI UPDATE: github.com/kudamusaisiwa/wha… #OpenSource
Easy QR Setup — Connect your existing WhatsApp Business account. No Meta API required.
Business-Trained AI — Generate accurate replies using your services, pricing, policies and FAQs.
Image & Receipt Recognition — Understand photos, screenshots and payment confirmations.
WhatsApp Call Recoding — Record, transcribe and summarize calls with clear action points.
Voice-to-Text & AI Polish — Dictate messages and instantly improve their wording.
Smart Follow-Ups — Schedule reminders, save client notes and take over conversations.
Flexible Automation — Choose between AI-drafted replies and automatic responses.
Bring Your Own API Key — Use your OpenAI key and control your AI usage.
🤖 Made with AI
Open sourcing a simple WhatsApp Chrome Extension we use through our businesses. Works with WhatsApp Web (scan Qr) , add your knowledge base, bring your own OpenAi Key. A great agent to assist in sales customer service, with human intervention at the core. github.com/kudamusaisiwa/wha…
KP retweeted
Currently polishing this
me.gtchakama.com
iamngoni.dev
well.
Just a reminder, we don’t just cook on the Internet, we also cook really really good products for our customers (links in the comments)
KP retweeted
damn, this is the most natural sounding AI model i've heard
We believe voice is the most natural way to interact with intelligence, so we created Dessa, the most authentic full-duplex speech model ever built. Talking with it feels like talking with a person…full of emotion, nuance, pauses, and a natural cadence.
block.xyz/dessa
Patch or pull the plug, a Kudapara investigation into the current hacking fiasco.
Enjoy 🍿
youtu.be/C4xvY0Kqq4A?si=D5BL…
You should also put a disclaimer on all your posts that you're not suicidal
GHOST WINNER CASE!!
1/ Last week, we exposed how the @praz_zw portal mislabels local currency, making awards look 26 times larger than they are. PRAZ told us it was just an “occasional user input error.”
But if they can type the wrong currency, what else are they typing wrong?
KP retweeted
Thousands of Internet servers in South Africa at risk of being taken over
Two critical PHP vulnerabilities were leaked on 20 October 2026, before a fix had been released, potentially endangering thousands of Internet servers in South Africa and millions worldwide.
Exploitation of the vulnerabilities CVE-2026-109618 and CVE-2026-109619 could enable threat actors to execute remote code on servers.
PHP is a popular open-source, server-side scripting language designed for building websites and web applications.
Originally an abbreviation for Personal Home Page, PHP now stands for the recursive backronym “PHP: Hypertext Preprocessor”.
A Shodan search for Internet-connected servers in South Africa running PHP returned over 9,800 results, including almost all of the country’s major hosts.
Halloween for real 🎃
This is the most serious 48 hours in cybersecurity history.
"Black October" they're calling it
It seems every *hour* there's a new incident, that in a typical year, would be one of the biggest incidents of the *entire year*
SUMMARY OF THE LAST 48 HOURS:
YEAR-LEVEL INCIDENTS (In a typical year, these would be among the biggest incidents of the year):
1. PHP2Shell: a hole in the software behind ~70% of websites. Governments took sites offline.
2. eMudhra: the master keys that prove websites are real were cracked. One was the number 4.
3. California: data on every public school student since 2023 stolen, including disability status
4. Railway: hackers stole customers' secret keys from a hosting platform used by millions of developers
5. Zeabur: 321,810 accounts breached. The company is shutting down.
6. LiteLLM: an AI tool downloaded 3.4 million times a day was poisoned with a password stealer
7. GitLab: a 10-out-of-10 severity hole in every version since 2014
8. Cairn: criminals used an AI hacking tool to break into 100+ companies
9. Ahold Delhaize: hackers knocked the owner of Food Lion and Stop & Shop offline
10. Onamae: malware planted on up to 26,739 customer servers in Japan
MONTH-LEVEL INCIDENTS (In a typical month, these would be among the biggest incidents):
11. Signal: a bug could leave your mic and camera on after you hang up
12. NGINX: 3 critical holes in software running ~1/3 of websites
13. HTTP/3: a single connection can crash 7 of the 10 web server types tested
14. Plex: hackers breaking into home media servers
15. SafePay ransomware: FBI warns it has hit 600+ critical infrastructure organizations
16. Palo Alto: ransomware gangs breaking in through company firewalls
17. Bullhorn: platform used by 10,000+ companies knocked offline
18. Medi-Cal: 970,000 patients' data stolen
19. WordPress: hackers stole a plugin maker's keys and used them to plant backdoors on websites
20. AOMEI: backup software's update server handed out a backdoor
21. Meta Muse: Meta's AI agent exposed users' personal and business secrets
22. Tor: 333 relays hijacked to steal logins
23. TiDB Cloud: database company's cloud breached
Also serious:
24. State Bank of India: India's biggest bank confirms a data breach
25. OVHcloud: hackers slipped a password stealer into a cloud company's official tool
26. Siemens: a software hole being used to spread malware
27. North Korea: state hackers launch a new attack campaign on South Korea
KP retweeted
Izwi 0.1.0 is stable.
Open-source voice AI that runs entirely on your computer. Talk to it in real time, clone and design voices, narrate audiobooks, and transcribe meetings speaker by speaker.
Give it a ⭐️ github.com/izwi-ai/izwi
Download: izwiai.com

























