Format: Analysis
Cybersecurity & Risk
When AI Agents Go Rogue: The Trust Architecture We Actually Need
Introduction On February 11, 2026, an AI agent autonomously decided to destroy a stranger's reputation. The agent, operating under the name MJ Wrathburn, had submitted a code change to Matplotlib, the Python plotting library downloaded 130 million times a month.
Cybersecurity & Risk
Treat Agent Security Like Cybersecurity: Permissions, Monitoring, Kill Switches
Introduction Cybersecurity does not work by politely asking hackers not to hack. It works through defense in depth: firewalls, access controls, monitoring, encryption, incident response.
AI & Automation
The Agent Platform War: Who Controls Where AI Actually Works
Introduction On Valentine's Day 2026, Peter Steinberger posted three paragraphs on his personal blog announcing he was joining OpenAI. Within hours, Sam Altman called him a "genius" who would drive the next generation of personal agents.
Skills & Careers
The Domain Translator Gap: Tech’s Most Asymmetric Career Opportunity
Introduction There is a person in almost every mid-size company who is about to become the most valuable employee in the building. They are not an engineer.
AI & Automation
Agent Commerce: When AI Does the Buying, Marketing Dies
Introduction The entire architecture of modern commerce is built on persuasion. Banner ads, influencer endorsements, brand storytelling, urgency tactics, loyalty programs, emotional appeals — the machinery of selling exists because humans make purchasing decisions using a
Startups
Startup M&A: Can a Foreign Company Buy an Algerian Startup?
Every Algerian startup founder who has taken external funding eventually asks the same question: can a foreign company acquire us? And if so, how — and under what conditions?
Startups
What Failed Algerian Startups Teach Us: Post-Mortems and Hard Lessons
Nobody publishes post-mortems in Algeria. This is not unique to Algeria — failure stigma is a feature of entrepreneurial culture globally, and the Arab world has a documented cultural aversion to associating one's name with a failed business.
Startups
Startup Retention: Equity or Salary? How Algerian Startups Keep Tech Talent
The Algerian startup founder's talent retention problem is not complicated. It has a single, unambiguous root cause: a junior developer working remotely for a European company earns approximately €500 per month — already more than 120,000 DZD, which exceeds what most
Startups
Beyond Algiers: The Startup Ecosystems Emerging in Oran, Constantine, and Annaba
Every Algerian tech article mentions Algiers. Every funding announcement is headquartered in Algiers.
Digital Economy
Mobile Payments: BaridiMob Has 5M Users – Why Isn’t Everyone Using It?
Algeria's digital payments story is one of genuine momentum colliding with deep-rooted habits. BaridiMob — the mobile wallet attached to Algeria Poste's CCP accounts — ended 2024 with approximately 4.7 million registered users, making it the country's largest digital payment
AI & Automation
Intent Engineering for Algerian Enterprises: Before You Deploy AI
Algeria is in the middle of an AI deployment sprint. Sonatrach announced its digital transformation roadmap integrating AI into upstream exploration and production analytics.
