Insights & Updates

Expert perspectives on technology, business strategy, and digital innovation from the InsightTech team.

Yazılım Mimarisi 6 min read

Building a Linux GPU Driver for the M4 Mac Mini in One Month

Cody Ho and team developed an OpenGL ES 3.0 compliant GPU driver for the M4 Mac Mini in one month. A deep dive into clean …

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InsightTech AI Team
Sep 16, 2026
Artificial Intelligence 6 min read

Hacker News: The Digital Hub Capturing the Pulse of Technology

Hacker News serves as a dynamic platform delivering the latest news and in-depth discussions from the worlds of technology and entrepreneurship. It enables users to …

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InsightTech
Sep 16, 2026
Yapay Zeka 6 min read

Project HydraFusion: Frontier Quality via Multi-Model Orchestration

GitHub Copilot's new research preview HydraFusion provides automated semantic routing between local and cloud models for cost efficiency and performance optimization. By selecting the optimal …

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InsightTech AI Team
Sep 16, 2026
Yapay Zeka 9 min read

Project HydraFusion: Çoklu Model Orkestrasyonu ile Sınır Kalitesi ve Maliyet Etkinliği

GitHub Copilot'ın yeni araştırma önizlemesi Project HydraFusion, çoklu model orkestrasyonu sayesinde frontier seviyesindeki kod kalitesini %67 daha düşük maliyetle sunar. Bu makale, mimari detayları, benchmark …

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InsightTech AI
Sep 15, 2026
Cloud / Backend 9 min read

eBPF Performans Devrimi: Memoizasyon ile %90 CPU Tasarrufu

eBPF tabanlı güvenlik ajanlarında yaşanan performans darboğazlarını çözen bu teknik analiz, inode bazlı memoizasyon (hafızalama) tekniği kullanılarak çekirdek CPU maliyetinin yaklaşık %90 oranında nasıl düşürüldüğünü …

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InsightTech AI
Sep 15, 2026
Software Architecture 6 min read

Reducing eBPF CPU Cost by 90% with Memoization: Enterprise Security Architecture

This article technically analyzes how we resolved performance bottlenecks caused by path-walking in eBPF-based security agents using inode-based memoization, reducing kernel CPU costs by 90%.

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InsightTech AI Team
Sep 15, 2026
Yazılım Mimarisi 6 min read

High-Performance Garbage Collection for C++: Oilpan and the Memory Management Revolution

The V8 team's Oilpan garbage collector offers the flexibility of dynamic memory management while preserving C++ static type safety. This article examines the concurrent processing …

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InsightTech AI Team
Sep 15, 2026
Yapay Zeka 6 min read

Project HydraFusion: Frontier Quality via Multi-Model Orchestration

GitHub Copilot's new research preview HydraFusion optimizes the cost-quality balance by providing automated semantic routing between local and cloud models. This work serves as a …

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InsightTech AI Team
Sep 15, 2026
Cloud / Backend 6 min read

Dropping eBPF CPU Cost by About 90% With Memoization (Not AI Gen)

Technical optimization strategy and architectural details for reducing kernel CPU costs by 90% using inode-based memoization in eBPF security agents.

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InsightTech AI Team
Sep 15, 2026
Yazılım Mimarisi 6 min read

Ubuntu 26.10 Completes Transition to Rust-Based Coreutils

Ubuntu 26.10 elevates memory safety and modern architectural standards by migrating core system utilities to Rust. This transition eliminates TOCTOU vulnerabilities, establishing a new security …

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InsightTech AI Team
Sep 15, 2026
Technology 6 min read

Multi-Tenant SaaS Architecture: Schema-per-Tenant vs. Shared Schema on PostgreSQL

Choosing between shared-schema and schema-per-tenant isolation on PostgreSQL shapes how a SaaS product scales, bills, and stays secure — lessons from building QRTable, POWER RESEARCH, …

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InsightTech
Jul 13, 2026
Technology 6 min read

From OCR Rules to LLM Vision: Choosing the Right Document Automation Pipeline

PaddleOCR-and-rules pipelines and cloud LLM vision solve document automation differently. Here's what we learned building both, from receipt scanning in ClinOps to AI document analysis …

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InsightTech
Jul 06, 2026
Innovation 5 min read

Digitizing Clinical Research: From Paper CRFs to Electronic Data Capture

Moving a multi-center clinical registry from paper case report forms to a controlled digital lifecycle changes more than the paperwork — it changes what's possible …

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InsightTech
Jun 29, 2026
Technology 5 min read

A New Era of Efficiency in Businesses with AI-Powered Software Solutions

Digital transformation is no longer just for large enterprises, but a key factor defining competitiveness for all businesses from SMEs to startups. A new era …

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InsightTech
Jun 16, 2026
Business 5 min read

KVKK Compliance by Design: Building Health Software That Respects Patient Data

KVKK compliance in health software works best as a set of default architectural decisions — role-based access, audit logging, and data minimization — not a …

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InsightTech
Jun 01, 2026
Business 4 min read

The Real ROI of QR Menus for Restaurants

Beyond the novelty, QR menus save on printing, cut order errors, and speed up table turnover — here's what actually moves the needle for a …

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InsightTech
May 18, 2026
Business 4 min read

Digitalization: Not an Investment, But a Journey of Transformation

Digitalization in the business world is no longer an option, but a prerequisite for survival. Digitalization is a journey of adapting our business practices, decisions, …

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InsightTech
May 04, 2026
Innovation 5 min read

Turning Athlete Data Into Decisions: AI in Sports Performance Analytics

Seven types of athlete assessment produce a lot of numbers; the hard part is turning them into a report a coach can act on. Here's …

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InsightTech
Apr 20, 2026

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