Format: Opinion
AI & Automation
Agent Memory Systems: Why AI Agents Need Long-Term Memory
Why AI agents need long-term memory to move beyond simple chatbots — the four types of agent memory, RAG patterns, and how memory transforms AI capabilities.
AI & Automation
The AI Alignment Problem: Why Making AI Systems Reliable Matters
The AI alignment problem is the challenge of making sure AI systems reliably do what humans intend. Here is why it is harder than it seems.
AI & Automation
The Multi-Agent Myth: Why More AI Agents Can Actually Make Systems Worse
New research shows that multi-agent AI systems can reduce performance by up to 70% in certain tasks. Here is why scaling AI agents is more complicated
AI & Automation
Disposable Software: Why AI Is Making Throwaway Code the New Normal
AI coding tools now generate 41% of all code. The disposable software paradigm says stop maintaining, start regenerating. Who is right?
AI & Automation
AI-Generated Tests: The End of Manual QA Workflows
The test suite that used to take a senior QA engineer two weeks to write is now generated in under an hour. The regression run that blocked every Friday deployment now completes in minutes, autonomously, without a single human reviewing a test case.
Infrastructure & Cloud
Google’s Intelligence Infrastructure Play: Why They Don’t Need to Win the Model Race
Google just shipped the smartest AI model on the planet. It leads on 13 of 16 benchmarks.
Digital Economy
28 Startups, One Delivery Problem: Algeria’s Last-Mile War
Algeria has 28 logistics technology startups fighting over the same delivery corridor. That number — tracked by Tracxn as of January 2026 — is extraordinary for a market of Algeria's size, and it signals two things simultaneously: the e-commerce logistics opportunity is real
Digital Economy
Cross-Border E-Commerce: Temu, Amazon, Shein and Algeria’s Customs Problem
Temu has an Algerian storefront. You can browse it at temu.com/dz-en, filter by category, add to cart, and reach the checkout screen.
Digital Economy
Streaming in Algeria: Netflix, Spotify, and the Dinar Problem
In December 2023, Google made a quiet but significant announcement: YouTube Music and YouTube Premium were officially launching in Algeria, with locally priced subscriptions. It was the first time a major international streaming platform had offered Algerians a legal,
Policy & Regulation
E-Waste and Environmental Compliance in Algeria’s Tech Sector: The Growing Problem
The Scale of a Problem No One Is Measuring Algeria generated an estimated 309,000 tonnes (309 kilotonnes) of electronic waste in 2019, according to the Regional E-waste Monitor for the Arab States 2021, published by UNITAR, ITU, and SCYCLE. That figure makes Algeria the
Skills & Careers
The Prompt Engineer Myth: What AI Skills Actually Get You Hired in 2026
The Rise and Fall of the Hottest Job Title in Tech In early 2023, "prompt engineer" was everywhere. Media outlets reported salaries reaching $300,000 for the role — real listings, but exceptional ones from companies like Anthropic that made headlines precisely because they were outliers.
