AI Can Migrate Code. Who Validates That the Business Still Works?
Before modernizing legacy systems with AI, assess your verification capacity. Migration requires testing, observability, human judgment, and methodolo…
AI & ML
⚑ Report a ProblemLatest AI & ML news from Tech News
All topics
AI
News
Tech
agents
ai
api
architecture
automation
aws
beginners
career
claude
database
devchallenge
devops
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
react
security
showdev
tutorial
typescript
webdev
Diagnosed with Stage 3 Cancer
I was diagnosed with stage 3 cancer. Surgery is scheduled for December 31st. Last day of 2020. Fitting. I'm not going to use this space for medical de…
How To Use AI Safely In Legacy Codebases
You've inherited a system that nobody wants to touch. It's ten years old. There are class files with three thousand lines. The naming convention chang…
S1 — Clean Backtrace Crashes: How to Diagnose and Fix Them
In the overview article Crash Patterns Overview: A Practical, Symptom‑First Guide to Debugging C++ Crashes , we introduced the two‑layer crash model :…
Before it comes down, what should be saved from the International Space Station?
What went up cannot all come down (for museum display).
Beyong New and Delete: from auto_ptr to unique_ptr
This guide walks through a legacy pattern built around std::auto_ptr , something still found in many older C++ codebases. The pattern usually involves…
Когда онбординг длится 2 месяца: день 3 — проследить главный поток данных
Иногда систему нужно быстро объяснить человеку со стороны: новому разработчику, техлиду, архитектору, аудитору или инвестору на technical due diligenc…
Ваша кодовая база умрёт через 7 лет. Считаем на пальцах
Откройте свой git log за последний месяц. Посчитайте коммиты, начинающиеся со слов fix, hotfix, temp, workaround или (классика жанра) – //TODO: перепи…
Надежный фейс-контроль: как прикрутить MFA к веб-сервису через Nginx и OAuth2 Proxy
Подключить MFA к современному веб-приложению обычно несложно: достаточно подключить SAML или OIDC на стороне самого приложения и включить второй факто…
Mythos Found a 27-Year-Old Bug in OpenBSD. Your Code Is Next.
Anthropic's new Mythos Preview surfaced a 27-year-old vulnerability in OpenBSD — the most-audited operating system in commercial software — and genera…