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We've been watching AI coding agents fail in production for long enough that we started keeping a taxonomy. Not "the agent hallucinated" — that's not a failure class, it's a category. The real failure modes are specific, they repeat, and crucially, they each require a different fix. Here's what we f
Modern attackers don't always steal passwords—they steal trusted sessions. Learn why authentication alone isn't enough and how continuous session monitoring helps stop account takeover attacks. We spend years protecting logins. Attackers spend months learning how to avoid them. Organizations invest
Research: How to Access (Connect to) an Azure VM Without Opening an Inbound Port Introduction Traditionally, connecting to an Azure VM requires opening inbound ports in a Network Security Group (NSG), for example: SSH → Port 22 (Linux VM) However, exposing these ports publicly increases the attack s
For a while my deploy pipelines all worked the same way. Generate an IAM user, copy its access key and secret into GitHub repo secrets, and let the workflow use them. It deploys fine. It also means a long-lived credential to my AWS account is sitting in a third party's vault, valid until I remember
If you've ever tried to build a date calculator for Arabic-speaking users, you've likely run into one frustrating problem: the Gregorian calendar isn't the only game in town. Across Saudi Arabia, the Gulf, and much of the Arab world, the Hijri (Islamic) calendar is used daily — for religious occasio
Most developers do not fail at learning because they are lazy. They fail because the plan is too vague: "learn Kubernetes," "get good at machine learning," "finally understand backend architecture." That kind of goal creates motion, but not feedback. A better plan is to make the skill small enough t
Most Next.js tutorials show you how to start a project. organize one that won't fall apart at scale. Here's the exact structure I'm using for Softchic — a template src/ ├── app/ │ ├── (auth)/ │ │ ├── login/ │ │ │ └── page.tsx │ │ └── register/ │ │ └── page.tsx │ ├── (main)/ │ │ ├── browse/ │ │ │ └──
The HiPPO is always right I've spent years inside companies serving millions of people. Different industries, different teams — and the same quiet thing in every one, the thing nobody says out loud: The people running the company can't actually see it. Not the founder. Not the CTO. Not the investor.
Opening Hook The silence in the lecture hall was heavy, the kind that only exists right before a professor begins a final exam. I was hunched over my desk, pen hovering, when suddenly, the room erupted. My phone, tucked deep in my bag, decided this was the perfect moment to blast a loud notification
PostgreSQL scans operate at the page level: the buffer manager fetches one 8 KB page (BLCKSZ) at a time, issuing one read per block. The operating system may merge some of these requests through readahead, but PostgreSQL still generates many small I/O operations, leading to a high number of system c
Most startup stories in tech are about raising money. This one is about building. On 28 June 2026, Team Void Private Limited announced the discontinuation of all of its services and subsidiaries. The company may not have been a unicorn, but its journey is an interesting case study in what a small, h
Most "AI email agent" demos run one model against one mailbox: every message that lands gets the same prompt, the same context, the same handler. That's fine for a toy. It falls apart the moment your inbox is actually doing several different jobs — a billing question, a security report, and a sales
Amazon EC2 C9g and C9gd instances, powered by AWS Graviton5, are now generally available. They deliver up to 25% better compute performance than Graviton4-based instances, 5x larger cache, fastest memory of any processor instances in the cloud, and local NVMe storage options (C9gd).
A campaign active since last November has been targeting Python developers building Telegram bots with trojanized Pyrogram forks that allow attackers to read arbitrary files on compromised servers. [...]
A Michigan judge granted a restraining order preventing the prediction market from offering sports-related wagers for the next 14 days.
The tokenized NYLIM Anemoy U.S. High Yield Corporate Bond Segregated Portfolio is launching in collaboration with Centrifuge.
Anthropic's new mid-tier model Claude Sonnet 5 arrives as Fable and Mythos sit boxed up under a U.S. export order.
The request from the US agency seeks feedback on how emerging ETF structures and investment strategies should be regulated as issuers roll out increasingly specialized products.
Agentic AI is driving key technology providers to rethink the computing architecture required to run rapidly expanding autonomous systems. In response to this challenge, two leading tech companies have recently unveiled a key milestone involving system-level validation for an entire rack-scale archi
Chip component supplier Stathera Inc. today announced that it has closed a $35 million funding round. Semiconductor-focused fund Maverick Silicon led the Series A deal. It was joined by chipmaker MediaTek Inc.’s venture capital arm, Celesta Capital and several others. Every modern processor includes
