The Pentester’s Guide to Finding CBC Bit Flipping Vulnerabilities
If you spend enough time poking at web applications, you’ll eventually run into a target that handles session management poorly. You’ll intercept a re…
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Интеграционные тесты в Java: ускоряем Testcontainers через tmpfs и прединициализацию
Testcontainers - Java-библиотека, которая управляет Docker-контейнерами прямо из тестового кода. Во время выполнения тестов она запускает нужный конте…
I Failed a Python Interview Because I Could Write Code But Not Read It
I want to tell you about the most embarrassing 45 minutes of my developer career. I had been practicing LeetCode for three months. Easy problems, done…
Winograd convolutions cost us 2 mAP and we didn't notice for a month
TL;DR: We turned on Winograd convolution to shave latency off a pedestrian detector running on a Cortex-A53, got a clean 18% speedup, and silently los…
Гейткипинг 2.0: почему open source воюет с ИИ — и что делать вместо этого
Open source всё чаще закрывает двери перед ИИ: Zig и NetBSD банят AI-generated контрибьюции, curl под потоком нейрослопа сворачивает баг-баунти. DHH ,…
Нагрузочное тестирование в 2026: почему спрос растёт, а специалистов всё ещё нет
Я провёл несколько лет в роли Leadа нагрузочного тестирования. И если честно, долгое время это была специализация из разряда “да зачем оно надо, это в…
Ollama Structured Outputs in Practice — Getting Type-Safe JSON from Local LLMs with Pydantic
json.loads(response) fails at a certain point. You told the model "return JSON only," but it added a ```json markdown code fence around everything. A …
Startup Security Guide & LLM CISO
An open-source security guide, compliance checklist, and LLM-based virtual CISO persona for startups -- with specialized coverage for foreign companie…
The Playwright Playbook — Part 3: Multi-User, Multi-Tab & Browser Context Testing
The Playwright Playbook — Part 3: Multi-User, Multi-Tab & Browser Context Testing "Most frameworks test one user at a time. Real apps don't work t…
Fire-and-forget AI engineering: letting agents ship a production app unsupervised
"An AI agent just built a production landing page, with GDPR audit logs and encryption baked in. I wasn't even at my desk." That is not a lucky one-sh…
Headless Browser Detection in 2026: What Still Trips Up Playwright
Playwright is the best browser automation library in 2026. It's also the most fingerprinted, the most detected, and the most patched in anti-bot datab…
What is Block-Oriented Network Simulator (BONeS) 🦴?
📜 Before many modern networking tools existed, engineers were already using a graphical software environment called Block-Oriented Network Simulator (…
Building and Deploying Spring Petclinic Microservices on AWS: My Experience as Co-Project Lead and App & Docker Lead
Introduction As part of the DMI (DevOps Micro Internship) Cohort 2, our team successfully deployed the Spring Petclinic Microservices application on A…
Внедрение ИИ позволило Samsung сократить время на тестирование изделий в семь раз до двух дней
К 2030 году, как отмечают южнокорейские СМИ, компания Samsung Electronics рассчитывает внедрить ИИ на всех своих предприятиях как в Южной Корее, так и…
Claude Code in Production: The Guardrails Nobody Talks About (Until Something Leaks)
Your Claude Code session just spit out a perfect PR description, refactored three services, and drafted commit messages for the entire sprint. Clean. …
Lesson 1.3 - GraphQL for Screen Complexity and App Changes
Good morning, class! Welcome back. In our last lesson, we explored how GraphQL fundamentally addresses the issues of over-fetching and under-fetching.…
Retrieval‑Augmented Memory Reduces Sliding‑Window Limitations in Video Models
VideoMLA’s low‑rank latent KV cache cuts KV‑cache demand by roughly 90 % and LongLive‑RAG’s retrieval‑augmented memory helps mitigate the temporal dri…
From ML Tooling to Analytical Governance: Recent Updates to KMDS
Over the last few months I've been refining KMDS, a framework for building repeatable and auditable machine learning systems. The original motivation …
The AI App Nobody Audited (And What Happened Next)
Hey There, Let me tell you about a situation that plays out more often than you'd think. A Fintech startup builds an internal AI-powered assistant on …
SpaceX Acquires Cursor Maker Anysphere to Build an AI Coding Agent Model
SpaceX's acquisition of Anysphere, the maker of Cursor, signals a major shift in how we build software. Coding agents started as simple helper panels …
What actually stays private on Midnight! (A builder's mental model)
Intro Coming from the XRPL, the challenge for me has been grasping what actually stays hidden on a privacy chain and how they acomplish that. On a tra…
SharePoint silently retired the EnableAzureADB2BIntegration setting in May — and your old guest links break in July
If you administer a SharePoint Online tenant, the EnableAzureADB2BIntegration setting is the thing you used to flip to choose between the legacy Share…
Block the Merge if the Model Isn't Ready": Shifting Local AI Evaluations Left with CI Gates
We’ve all heard "it works on my machine," but when it comes to AI-driven features, that phrase is a recipe for disaster. You can have a perfectly test…
AI Made Development Faster. Testing Needs to Stop Living in Spreadsheets.
AI agents are making software development faster. That is great. But there is a problem I do not think we are talking about enough: testing is not spe…
How to Call Windows Native APIs in Electron
How to Call Windows Native APIs in Electron Calling Windows native APIs in an Electron app feels like wanting to see the ocean but only having a map. …
I Stopped Using Heavy IDEs. AI Became My IDE.
I used to think a serious developer needed a serious IDE. Big project? Open PhpStorm. Design work? Open Photoshop. Need every refactor, every inspecti…
Как интегрировать нейросети в работу тестировщика
Эта статья основана на реальном опыте использования Claude в работе QA-инженера. Все оценки времени — практические, не теоретические. Рабо…
IRUTESAM V1.0 – A Cost-Effective IoT-Based Multi-Testing Device Using ESP32
Introduction Modern embedded development and wireless testing often require multiple specialized tools for analyzing Wi-Fi networks, testing NFC cards…
Registers, Lanes, and Berry Phase: Lifting Siunertaq from Batch Graphs to the Complex Plane
The previous article is here: Mainframes, Monads, and Stack Machines: Extending Siunertaq to the Batch Layer This is the second follow-up to Dhall-to-…
Why Google’s Open Knowledge Format Matters for Developers and Content Creators?
Most teams don’t suffer from a lack of data. They suffer from a lack of shared context. Definitions, caveats, ownership, and “how to use this safely” …