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Aior.com Community

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Software Development

Backend Development

PHP, Node.js, Python, Java, Go, REST API
Threads
4
Messages
4
Sub-forums:
  1. PHP
  2. Node.js
  3. Python
  4. Java
  5. Go
  6. REST API
Threads
4
Messages
4
Aior
Converting PDF Pages to JPG Images using Python

Frontend Development

HTML, CSS, JavaScript, React, Vue, Next.js
Threads
1
Messages
1
Sub-forums:
  1. HTML
  2. CSS
  3. JavaScript
  4. React
  5. Vue
  6. Next.js
Threads
1
Messages
1
Aior
Django or Angular which framework is better?

Mobile Development

Android, iOS, Flutter, React Native, Kotlin, Swift
Threads
1
Messages
1
Sub-forums:
  1. Android
  2. iOS
  3. Flutter
  4. React Native
  5. Kotlin
  6. Swift
Threads
1
Messages
1
Aior
Native, Flutter, React Native, Kotlin Multiplatform: picking a mobile stack in 2026
  • Aior

Desktop Apps

Windows App, macOS App, Electron, Qt, .NET, JavaFX
Threads
8
Messages
9
Sub-forums:
  1. Windows App
  2. macOS App
  3. Electron
  4. Qt
  5. .NET
  6. JavaFX
Threads
8
Messages
9
Aior
How to Disable Autofill Suggestions on macOS Safari and Chrome (Complete Guide)

Software Architecture

Microservices, API Design, OAuth, Queue, Webhook, Clean Code
Threads
1
Messages
1
Sub-forums:
  1. Microservices
  2. API Design
  3. OAuth
  4. Queue
  5. Webhook
  6. Clean Code
Threads
1
Messages
1
Aior
Modular monolith vs microservices in 2026: scale the architecture when the team needs it
  • Aior

Testing & QA

Unit Test, API Test, E2E Test, Load Test, Bug Tracking, CI Test
Threads
1
Messages
1
Sub-forums:
  1. Unit Test
  2. API Test
  3. E2E Test
  4. Load Test
  5. Bug Tracking
  6. CI Test
Threads
1
Messages
1
Aior
The test pyramid in practice: which layer is worth investing in for the team you have
  • Aior
Statistics: Threads: 16 Messages: 17 Total:33
Top

AI & LLM Systems

Prompt Engineering

System Prompt, Few-Shot, Tool Calling, Prompt Debug, Prompt Library, Evaluation
Threads
1
Messages
1
Sub-forums:
  1. System Prompt
  2. Few-Shot
  3. Tool Calling
  4. Prompt Debug
  5. Prompt Library
  6. Evaluation
Threads
1
Messages
1
Aior
Prompt engineering as a software discipline: versioning, evals, and the contract
  • Aior

LLM Applications

Chatbot, RAG App, Agent App, AI Assistant, Copilot, Knowledge Base
Threads
1
Messages
1
Sub-forums:
  1. Chatbot
  2. RAG App
  3. Agent App
  4. AI Assistant
  5. Copilot
  6. Knowledge Base
Threads
1
Messages
1
Aior
Building LLM applications that ship: RAG, tools, and the moat that's actually defensible
  • Aior

Model Training

Fine-Tuning, Dataset, Labeling, Embedding, Metrics, Eval Set
Threads
1
Messages
1
Sub-forums:
  1. Fine-Tuning
  2. Dataset
  3. Labeling
  4. Embedding
  5. Metrics
  6. Eval Set
Threads
1
Messages
1
Aior
Fine-tuning vs RAG vs prompting: when each is the right tool
  • Aior

AI Tools

ChatGPT, Claude, Gemini, Copilot, Perplexity, Midjourney
Threads
2
Messages
4
Sub-forums:
  1. ChatGPT
  2. Claude
  3. Gemini
  4. Copilot
  5. Perplexity
  6. Midjourney
Threads
2
Messages
4
Aior
GitHub Copilot — Facing a Few Strange Issues

Machine Learning

Regression, Classification, Clustering, Forecasting, Feature Engineering, Model Selection
Threads
4
Messages
4
Sub-forums:
  1. Regression
  2. Classification
  3. Clustering
  4. Forecasting
  5. Feature Engineering
  6. Model Selection
Threads
4
Messages
4
Aior
How to calculate P-Value

AI Operations

API Cost, Rate Limit, Privacy, Deployment, Monitoring, Prompt Security
Threads
1
Messages
1
Sub-forums:
  1. API Cost
  2. Rate Limit
  3. Privacy
  4. Deployment
  5. Monitoring
  6. Prompt Security
Threads
1
Messages
1
Aior
LLMOps in 2026: cost, drift, monitoring, and the rollback you didn't plan
  • Aior
Statistics: Threads: 10 Messages: 12 Total:22
Top

Computer Vision

Cameras & Optics

USB Camera, IP Camera, GigE Camera, Line Scan, Lens, Lighting
Threads
1
Messages
1
Sub-forums:
  1. USB Camera
  2. IP Camera
  3. GigE Camera
  4. Line Scan
  5. Lens
  6. Lighting
Threads
1
Messages
1
Aior
How we pick industrial cameras: sensor first, lens second, lighting third
  • Aior

Vision Software

OpenCV, HALCON, Cognex, Keyence, VisionPro, MATLAB
Threads
1
Messages
1
Sub-forums:
  1. OpenCV
  2. HALCON
  3. Cognex
  4. Keyence
  5. VisionPro
  6. MATLAB
Threads
1
Messages
1
Aior
OpenCV, HALCON, Cognex VisionPro — what we actually reach for, and when
  • Aior

Detection & OCR

YOLO, Segmentation, Object Tracking, OCR, QR Reading, Barcode
Threads
1
Messages
1
Sub-forums:
  1. YOLO
  2. Segmentation
  3. Object Tracking
  4. OCR
  5. QR Reading
  6. Barcode
Threads
1
Messages
1
Aior
Why 99% OCR accuracy is not good enough on the factory floor
  • Aior

Calibration & Measurement

Camera Calibration, Perspective, Pixel Measure, Color Analysis, Tolerance Check, 3D Measurement
Threads
1
Messages
1
Sub-forums:
  1. Camera Calibration
  2. Perspective
  3. Pixel Measure
  4. Color Analysis
  5. Tolerance Check
  6. 3D Measurement
Threads
1
Messages
1
Aior
Sub-pixel drift: the hidden cost of skipping camera recalibration
  • Aior

Industrial Inspection

Defect Detection, Product Counting, Assembly Check, Surface Check, Package Check, Line Monitoring
Threads
1
Messages
1
Sub-forums:
  1. Defect Detection
  2. Product Counting
  3. Assembly Check
  4. Surface Check
  5. Package Check
  6. Line Monitoring
Threads
1
Messages
1
Aior
Designing a 24/7 surface defect inspection station — from the ground up
  • Aior

Vision Projects

Camera Setup, Dataset Capture, Live Stream, Dashboard, Alarm Flow, Field Report
Threads
1
Messages
1
Sub-forums:
  1. Camera Setup
  2. Dataset Capture
  3. Live Stream
  4. Dashboard
  5. Alarm Flow
  6. Field Report
Threads
1
Messages
1
Aior
From PoC to production: a six-stage vision project rollout
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

Anomaly Detection

Anomaly Models

PatchCore, FastFlow, PaDiM, EfficientAD, STFPM, GLASS
Threads
1
Messages
1
Sub-forums:
  1. PatchCore
  2. FastFlow
  3. PaDiM
  4. EfficientAD
  5. STFPM
  6. GLASS
Threads
1
Messages
1
Aior
PaDiM, PatchCore, EfficientAD: which anomaly model actually wins on your line
  • Aior

Frameworks

Anomalib, PyTorch, Lightning, ONNX Export, OpenVINO, TensorRT
Threads
1
Messages
1
Sub-forums:
  1. Anomalib
  2. PyTorch
  3. Lightning
  4. ONNX Export
  5. OpenVINO
  6. TensorRT
Threads
1
Messages
1
Aior
Anomalib in production: what works, what we end up rewriting
  • Aior

Datasets

MVTec, AITEX, DAGM, Custom Data, Labeling, Augmentation
Threads
1
Messages
1
Sub-forums:
  1. MVTec
  2. AITEX
  3. DAGM
  4. Custom Data
  5. Labeling
  6. Augmentation
Threads
1
Messages
1
Aior
Beyond MVTec AD: collecting your own anomaly dataset that survives reality
  • Aior

Metrics & Thresholds

AUROC, F1, PRO, Heatmap, Threshold, Confusion Matrix
Threads
1
Messages
1
Sub-forums:
  1. AUROC
  2. F1
  3. PRO
  4. Heatmap
  5. Threshold
  6. Confusion Matrix
Threads
1
Messages
1
Aior
AUROC is misleading: how to actually evaluate an anomaly detector
  • Aior

Industrial Cases

Fabric Defect, Metal Surface, PCB Defect, Packaging Defect, Assembly Defect, Missing Part
Threads
1
Messages
1
Sub-forums:
  1. Fabric Defect
  2. Metal Surface
  3. PCB Defect
  4. Packaging Defect
  5. Assembly Defect
  6. Missing Part
Threads
1
Messages
1
Aior
Three industrial anomaly detection deployments and what each one taught us
  • Aior

Deployment

Real-Time Test, Edge Run, Camera Trigger, Alarm Panel, Batch Scan, Production Report
Threads
1
Messages
1
Sub-forums:
  1. Real-Time Test
  2. Edge Run
  3. Camera Trigger
  4. Alarm Panel
  5. Batch Scan
  6. Production Report
Threads
1
Messages
1
Aior
Shipping an anomaly model: latency, drift, and the operator UI nobody plans for
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

Edge AI

Hailo

Hailo-8, Hailo-8L, HailoRT, HEF, TAPPAS, RPi AI Kit
Threads
1
Messages
1
Sub-forums:
  1. Hailo-8
  2. Hailo-8L
  3. HailoRT
  4. HEF
  5. TAPPAS
  6. RPi AI Kit
Threads
1
Messages
1
Aior
Hailo-8 in production: lessons from shipping eight stations on the same platform
  • Aior

NVIDIA Jetson

Jetson Nano, Jetson Orin, CUDA, TensorRT, DeepStream, JetPack
Threads
1
Messages
1
Sub-forums:
  1. Jetson Nano
  2. Jetson Orin
  3. CUDA
  4. TensorRT
  5. DeepStream
  6. JetPack
Threads
1
Messages
1
Aior
Jetson Orin Nano vs AGX vs Xavier: a 2026 decision guide
  • Aior

Model Conversion

ONNX, Quantization, Pruning, Benchmark, Runtime, Export Errors
Threads
1
Messages
1
Sub-forums:
  1. ONNX
  2. Quantization
  3. Pruning
  4. Benchmark
  5. Runtime
  6. Export Errors
Threads
1
Messages
1
Aior
ONNX, INT8, QAT: what actually breaks when you quantize a model
  • Aior

Edge Hardware

Mini PC, NPU, TPU, Coral, IPC, Capture Card
Threads
1
Messages
1
Sub-forums:
  1. Mini PC
  2. NPU
  3. TPU
  4. Coral
  5. IPC
  6. Capture Card
Threads
1
Messages
1
Aior
Jetson, Hailo, Coral, RK3588 — when each one is the right answer
  • Aior

Video Pipelines

GStreamer, RTSP, Multi-Camera, Frame Drop, Latency, Recording
Threads
1
Messages
1
Sub-forums:
  1. GStreamer
  2. RTSP
  3. Multi-Camera
  4. Frame Drop
  5. Latency
  6. Recording
Threads
1
Messages
1
Aior
DeepStream vs GStreamer vs custom: picking a video pipeline for edge AI
  • Aior

Edge Projects

Offline AI, Camera AI, Factory AI, Mobile AI, Alarm AI, Edge Dashboard
Threads
1
Messages
1
Sub-forums:
  1. Offline AI
  2. Camera AI
  3. Factory AI
  4. Mobile AI
  5. Alarm AI
  6. Edge Dashboard
Threads
1
Messages
1
Aior
Edge AI deployment patterns: from a working kit to a working factory
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

Automation & Robotics

PLC

Siemens, Omron, Delta, Mitsubishi, Schneider, Allen-Bradley
Threads
1
Messages
1
Sub-forums:
  1. Siemens
  2. Omron
  3. Delta
  4. Mitsubishi
  5. Schneider
  6. Allen-Bradley
Threads
1
Messages
1
Aior
Siemens TIA, Beckhoff TwinCAT, Codesys: a PLC platform pick that survives a decade
  • Aior

HMI

Panel, Recipe, Alarm Screen, Trend Screen, Operator Screen, Touch UI
Threads
1
Messages
1
Sub-forums:
  1. Panel
  2. Recipe
  3. Alarm Screen
  4. Trend Screen
  5. Operator Screen
  6. Touch UI
Threads
1
Messages
1
Aior
HMI design that operators actually trust: less screen real estate, more decision support
  • Aior

SCADA

Monitoring, Control, Alarm Log, Trend, Reporting, Energy Tracking
Threads
1
Messages
1
Sub-forums:
  1. Monitoring
  2. Control
  3. Alarm Log
  4. Trend
  5. Reporting
  6. Energy Tracking
Threads
1
Messages
1
Aior
SCADA in 2026: Ignition, WinCC, or a custom stack — and where each one belongs
  • Aior

Robotics

Robot Arm, Cobot, Gripper, Pick Place, Welding Robot, Robot Vision
Threads
1
Messages
1
Sub-forums:
  1. Robot Arm
  2. Cobot
  3. Gripper
  4. Pick Place
  5. Welding Robot
  6. Robot Vision
Threads
1
Messages
1
Aior
ABB, KUKA, FANUC, UR — picking a robot brand for a project, not for a love affair
  • Aior

Drives & Motion

Servo, Stepper, VFD, Encoder, Motion Control, Safety Relay
Threads
1
Messages
1
Sub-forums:
  1. Servo
  2. Stepper
  3. VFD
  4. Encoder
  5. Motion Control
  6. Safety Relay
Threads
1
Messages
1
Aior
Servo, stepper, or VFD: matching the drive to the motion, not the catalog
  • Aior

Field Works

Panel Design, Commissioning, Revision, Breakdown, Service, Training
Threads
1
Messages
1
Sub-forums:
  1. Panel Design
  2. Commissioning
  3. Revision
  4. Breakdown
  5. Service
  6. Training
Threads
1
Messages
1
Aior
Field commissioning notes: the things you only learn by being in the cabinet
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

IoT & Embedded

Boards

Raspberry Pi, Arduino, ESP32, ESP8266, STM32, Pico
Threads
1
Messages
1
Sub-forums:
  1. Raspberry Pi
  2. Arduino
  3. ESP32
  4. ESP8266
  5. STM32
  6. Pico
Threads
1
Messages
1
Aior
ESP32 vs STM32 vs Raspberry Pi vs RP2040: picking a board for the actual project
  • Aior

Sensors

Distance, Temperature, Humidity, Pressure, Current, Angle
Threads
1
Messages
1
Sub-forums:
  1. Distance
  2. Temperature
  3. Humidity
  4. Pressure
  5. Current
  6. Angle
Threads
1
Messages
1
Aior
Industrial sensors: how to specify them so the data you log is actually useful
  • Aior

Communication

MQTT, LoRaWAN, Modbus, BLE, Wi-Fi, Zigbee
Threads
1
Messages
1
Sub-forums:
  1. MQTT
  2. LoRaWAN
  3. Modbus
  4. BLE
  5. Wi-Fi
  6. Zigbee
Threads
1
Messages
1
Aior
LoRa, NB-IoT, Wi-Fi, BLE: which IoT radio for which factory problem
  • Aior

Gateways

Edge Gateway, Protocol Bridge, Data Logger, Remote Access, OTA Update, Device Twin
Threads
1
Messages
1
Sub-forums:
  1. Edge Gateway
  2. Protocol Bridge
  3. Data Logger
  4. Remote Access
  5. OTA Update
  6. Device Twin
Threads
1
Messages
1
Aior
The IoT gateway: where most security and reliability problems get fixed (or shipped)
  • Aior

IoT Platforms

Node-RED, ThingsBoard, Grafana, Home Assistant, InfluxDB, Device API
Threads
1
Messages
1
Sub-forums:
  1. Node-RED
  2. ThingsBoard
  3. Grafana
  4. Home Assistant
  5. InfluxDB
  6. Device API
Threads
1
Messages
1
Aior
Self-hosted vs AWS IoT vs Azure IoT vs ThingsBoard: picking an IoT platform for the next 5 years
  • Aior

Embedded Projects

Firmware, Relay Control, Telemetry, Prototype, PCB Bring-Up, Low Power
Threads
1
Messages
1
Sub-forums:
  1. Firmware
  2. Relay Control
  3. Telemetry
  4. Prototype
  5. PCB Bring-Up
  6. Low Power
Threads
1
Messages
1
Aior
IoT project patterns that survive deployment: lessons from a few hundred devices in the field
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

Manufacturing & MES

MES

Work Order, Operation, Shift, Operator, Machine Card, Recipe
Threads
1
Messages
1
Sub-forums:
  1. Work Order
  2. Operation
  3. Shift
  4. Operator
  5. Machine Card
  6. Recipe
Threads
1
Messages
1
Aior
MES that actually gets used: integrating with the line, not just the database
  • Aior

Quality Management

Control Plan, Sampling, Scrap Analysis, Nonconformity, SPC, Certificate
Threads
1
Messages
1
Sub-forums:
  1. Control Plan
  2. Sampling
  3. Scrap Analysis
  4. Nonconformity
  5. SPC
  6. Certificate
Threads
1
Messages
1
Aior
SPC that operators actually trust: control charts beyond the textbook
  • Aior

Traceability

Serial Number, Lot, QR Label, Barcode Label, Product History, Recall
Threads
1
Messages
1
Sub-forums:
  1. Serial Number
  2. Lot
  3. QR Label
  4. Barcode Label
  5. Product History
  6. Recall
Threads
1
Messages
1
Aior
Traceability without rebuilding the entire factory: practical genealogy patterns
  • Aior

Maintenance

Fault Record, Periodic Plan, Predictive Maintenance, Spare Part, Downtime Reason, MTBF
Threads
1
Messages
1
Sub-forums:
  1. Fault Record
  2. Periodic Plan
  3. Predictive Maintenance
  4. Spare Part
  5. Downtime Reason
  6. MTBF
Threads
1
Messages
1
Aior
Predictive vs preventive vs reactive: structuring an industrial maintenance programme
  • Aior

OEE & Efficiency

OEE, Capacity, Line Balance, Energy Monitoring, Kaizen, Process Analysis
Threads
1
Messages
1
Sub-forums:
  1. OEE
  2. Capacity
  3. Line Balance
  4. Energy Monitoring
  5. Kaizen
  6. Process Analysis
Threads
1
Messages
1
Aior
OEE done honestly: why most numbers are wrong, and what to do about it
  • Aior

Factory Reporting

KPI Dashboard, Shift Report, Production Cost, Waste Report, Audit Log, Management Report
Threads
1
Messages
1
Sub-forums:
  1. KPI Dashboard
  2. Shift Report
  3. Production Cost
  4. Waste Report
  5. Audit Log
  6. Management Report
Threads
1
Messages
1
Aior
Factory dashboards that drive decisions, not vanity: a practical pattern
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

Engineering & R&D

Mechanical Design

SolidWorks, Inventor, Fusion 360, Sheet Metal, Fixture, Assembly
Threads
1
Messages
1
Sub-forums:
  1. SolidWorks
  2. Inventor
  3. Fusion 360
  4. Sheet Metal
  5. Fixture
  6. Assembly
Threads
1
Messages
1
Aior
Design for manufacturing: the rules that survive contact with a real production line
  • Aior

Electrical Design

EPLAN, AutoCAD Electrical, Wiring, Cable, Power, Panel Layout
Threads
1
Messages
1
Sub-forums:
  1. EPLAN
  2. AutoCAD Electrical
  3. Wiring
  4. Cable
  5. Power
  6. Panel Layout
Threads
1
Messages
1
Aior
Electrical schematics that survive the field: from harness design to as-built reality
  • Aior

CAD CAM CAE

CAD, CAM, CNC, Simulation, Toolpath, Technical Drawing
Threads
1
Messages
1
Sub-forums:
  1. CAD
  2. CAM
  3. CNC
  4. Simulation
  5. Toolpath
  6. Technical Drawing
Threads
1
Messages
1
Aior
Picking a CAD/CAM/CAE stack: the questions that decide more than the tools do
  • Aior

Test & Measurement

Gauge, Fixture Test, Calibration, Tolerance, CMM, Lab Report
Threads
1
Messages
1
Sub-forums:
  1. Gauge
  2. Fixture Test
  3. Calibration
  4. Tolerance
  5. CMM
  6. Lab Report
Threads
1
Messages
1
Aior
Test & measurement bench design: from one-off rigs to repeatable validation
  • Aior

Product Development

Prototype, BOM, DFM, DFA, Costing, Validation
Threads
1
Messages
1
Sub-forums:
  1. Prototype
  2. BOM
  3. DFM
  4. DFA
  5. Costing
  6. Validation
Threads
1
Messages
1
Aior
Stage-gate vs lean: structuring product development without strangling it
  • Aior

Industrial R&D

Feasibility, Patent Scan, Pilot Line, Experiment, Benchmark, Documentation
Threads
1
Messages
1
Sub-forums:
  1. Feasibility
  2. Patent Scan
  3. Pilot Line
  4. Experiment
  5. Benchmark
  6. Documentation
Threads
1
Messages
1
Aior
Industrial R&D project structure: TÜBİTAK / Horizon Europe / EUREKA — what actually changes
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

Cloud & DevOps

Cloud Platforms

AWS, Azure, Google Cloud, Hetzner Cloud, DigitalOcean, Cloudflare
Threads
1
Messages
1
Sub-forums:
  1. AWS
  2. Azure
  3. Google Cloud
  4. Hetzner Cloud
  5. DigitalOcean
  6. Cloudflare
Threads
1
Messages
1
Aior
AWS, Azure, GCP, Hetzner, OVH: picking a cloud for the actual workload, not the brand
  • Aior

Containers

Docker, Docker Compose, Kubernetes, Helm, Registry, Container Logs
Threads
1
Messages
1
Sub-forums:
  1. Docker
  2. Docker Compose
  3. Kubernetes
  4. Helm
  5. Registry
  6. Container Logs
Threads
1
Messages
1
Aior
Docker, Podman, and Kubernetes: when to step up the abstraction, and when to stop
  • Aior

CI/CD

GitHub Actions, GitLab CI, Jenkins, Pipeline, Deploy, Rollback
Threads
1
Messages
1
Sub-forums:
  1. GitHub Actions
  2. GitLab CI
  3. Jenkins
  4. Pipeline
  5. Deploy
  6. Rollback
Threads
1
Messages
1
Aior
CI/CD pipelines that survive: GitHub Actions, GitLab CI, Jenkins, and the lessons that don't change
  • Aior

Infrastructure as Code

Terraform, Ansible, Packer, Vault, Secrets, Environments
Threads
1
Messages
1
Sub-forums:
  1. Terraform
  2. Ansible
  3. Packer
  4. Vault
  5. Secrets
  6. Environments
Threads
1
Messages
1
Aior
Terraform, Pulumi, Ansible: choosing infrastructure-as-code without the religious wars
  • Aior

Observability

Prometheus, Grafana, Loki, Alertmanager, Tracing, Uptime
Threads
1
Messages
1
Sub-forums:
  1. Prometheus
  2. Grafana
  3. Loki
  4. Alertmanager
  5. Tracing
  6. Uptime
Threads
1
Messages
1
Aior
Observability with Prometheus, Loki, Tempo, Grafana: building a stack that survives growth
  • Aior

SRE

Incident, SLA, Load Balancer, Disaster Recovery, Status Page, Capacity Plan
Threads
1
Messages
1
Sub-forums:
  1. Incident
  2. SLA
  3. Load Balancer
  4. Disaster Recovery
  5. Status Page
  6. Capacity Plan
Threads
1
Messages
1
Aior
SRE in practice: incidents, on-call, error budgets, and the discipline that makes them work
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

Server Administration

Linux Admin

AlmaLinux, Ubuntu, Debian, SSH, Systemd, Cron
Threads
9
Messages
12
Sub-forums:
  1. AlmaLinux
  2. Ubuntu
  3. Debian
  4. SSH
  5. Systemd
  6. Cron
Threads
9
Messages
12
Aior
How to Enable exec in CloudLinux and DirectAdmin

Web Server

Apache, Nginx, LiteSpeed, PHP-FPM, Reverse Proxy, SSL
Threads
1
Messages
1
Sub-forums:
  1. Apache
  2. Nginx
  3. LiteSpeed
  4. PHP-FPM
  5. Reverse Proxy
  6. SSL
Threads
1
Messages
1
Aior
Nginx, Caddy, HAProxy, Envoy: which web frontend for which job in 2026
  • Aior

Mail Server

Postfix, Exim, Dovecot, SMTP Relay, SPF, DKIM
Threads
1
Messages
1
Sub-forums:
  1. Postfix
  2. Exim
  3. Dovecot
  4. SMTP Relay
  5. SPF
  6. DKIM
Threads
1
Messages
1
Aior
Fixing Exim Mail Delivery Failures with Microsoft 365 and DMARC Enforcement

Control Panels

cPanel, Plesk, DirectAdmin, CyberPanel, aaPanel, Webmin
Threads
14
Messages
14
Sub-forums:
  1. cPanel
  2. Plesk
  3. DirectAdmin
  4. CyberPanel
  5. aaPanel
  6. Webmin
Threads
14
Messages
14
Aior
Plesk WP Toolkit “Unable to get site administrator settings” Error Fix (stdClass TypeError in WP_User_Query

Backup & Recovery

Snapshot, Rsync, Rclone, Bare Metal, Restore Test, Backup Policy
Threads
1
Messages
1
Sub-forums:
  1. Snapshot
  2. Rsync
  3. Rclone
  4. Bare Metal
  5. Restore Test
  6. Backup Policy
Threads
1
Messages
1
Aior
Backups that actually restore: 3-2-1, restore-tested, off-site
  • Aior

Server Security

Firewall, CSF, ModSecurity, Imunify360, Hardening, Malware Scan
Threads
1
Messages
1
Sub-forums:
  1. Firewall
  2. CSF
  3. ModSecurity
  4. Imunify360
  5. Hardening
  6. Malware Scan
Threads
1
Messages
1
Aior
Server hardening in 2026: the minimum viable security for a production Linux box
  • Aior
Statistics: Threads: 27 Messages: 30 Total:57
Top

Hosting Services

Shared Hosting

Linux Hosting, Reseller Hosting, WordPress Hosting, Business Hosting, Email Hosting, NVMe Hosting
Threads
1
Messages
1
Sub-forums:
  1. Linux Hosting
  2. Reseller Hosting
  3. WordPress Hosting
  4. Business Hosting
  5. Email Hosting
  6. NVMe Hosting
Threads
1
Messages
1
Aior
Shared hosting in 2026: who it's still right for, and where it stops working
  • Aior

VPS & VDS

Linux VPS, Windows VPS, Managed VPS, Cloud VPS, Game VPS, Test VPS
Threads
1
Messages
1
Sub-forums:
  1. Linux VPS
  2. Windows VPS
  3. Managed VPS
  4. Cloud VPS
  5. Game VPS
  6. Test VPS
Threads
1
Messages
1
Aior
VPS vs VDS: real differences, and how to actually spec one for the workload
  • Aior

Dedicated & Colocation

Dedicated Server, GPU Server, Storage Server, Rack, Colocation, IP Rental
Threads
1
Messages
1
Sub-forums:
  1. Dedicated Server
  2. GPU Server
  3. Storage Server
  4. Rack
  5. Colocation
  6. IP Rental
Threads
1
Messages
1
Aior
Dedicated servers and colocation: the workloads where they're still the right answer
  • Aior

Hosting Offers

Hosting Campaign, VPS Offer, Dedicated Offer, Reseller Offer, Coupon, Trial
Threads
1
Messages
1
Sub-forums:
  1. Hosting Campaign
  2. VPS Offer
  3. Dedicated Offer
  4. Reseller Offer
  5. Coupon
  6. Trial
Threads
1
Messages
1
Aior
Reading a hosting offer: the fine print that decides whether you got a deal or a problem
  • Aior

Hosting Requests

Hosting Needed, VPS Needed, Server Needed, Migration Needed, Email Needed, Backup Needed
Threads
1
Messages
1
Sub-forums:
  1. Hosting Needed
  2. VPS Needed
  3. Server Needed
  4. Migration Needed
  5. Email Needed
  6. Backup Needed
Threads
1
Messages
1
Aior
How to ask for hosting recommendations and actually get useful answers
  • Aior

Provider Reviews

Uptime Review, Support Review, Performance Review, Price Review, Abuse Policy, SLA Review
Threads
1
Messages
1
Sub-forums:
  1. Uptime Review
  2. Support Review
  3. Performance Review
  4. Price Review
  5. Abuse Policy
  6. SLA Review
Threads
1
Messages
1
Aior
Evaluating a hosting provider: signals that beat the marketing site
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

Domain & DNS

Domain Buying

.com, .net, .org, .tr, com.tr, Premium
Threads
1
Messages
1
Sub-forums:
  1. .com
  2. .net
  3. .org
  4. .tr
  5. com.tr
  6. Premium
Threads
1
Messages
1
Aior
Buying a domain in 2026: registrars, drop-catching, and the things to verify
  • Aior

Domain Selling

Auction, Fixed Price, Portfolio, Generic, Brandable, City Domain
Threads
1
Messages
1
Sub-forums:
  1. Auction
  2. Fixed Price
  3. Portfolio
  4. Generic
  5. Brandable
  6. City Domain
Threads
1
Messages
1
Aior
Selling a domain without leaving money on the table — or wasting six months
  • Aior

Domain Valuation

Appraisal, Keyword Value, Traffic, Backlink History, Expired, Negotiation
Threads
1
Messages
1
Sub-forums:
  1. Appraisal
  2. Keyword Value
  3. Traffic
  4. Backlink History
  5. Expired
  6. Negotiation
Threads
1
Messages
1
Aior
Domain valuation: the signals that actually predict price, beyond the appraisal tools
  • Aior

DNS Records

A Record, CNAME, MX, TXT, SPF, DMARC
Threads
1
Messages
1
Sub-forums:
  1. A Record
  2. CNAME
  3. MX
  4. TXT
  5. SPF
  6. DMARC
Threads
1
Messages
1
Aior
DNS records explained: A, AAAA, CNAME, MX, TXT, SRV, CAA — and the gotchas
  • Aior

DNS Services

Cloudflare, PowerDNS, DNSSEC, Anycast, Propagation, CDN DNS
Threads
1
Messages
1
Sub-forums:
  1. Cloudflare
  2. PowerDNS
  3. DNSSEC
  4. Anycast
  5. Propagation
  6. CDN DNS
Threads
1
Messages
1
Aior
Cloudflare, Route 53, BunnyDNS, NS1: picking a managed DNS service in 2026
  • Aior

Brand Protection

Trademark, Class Search, Objection, Renewal, Watch Service, Domain Dispute
Threads
1
Messages
1
Sub-forums:
  1. Trademark
  2. Class Search
  3. Objection
  4. Renewal
  5. Watch Service
  6. Domain Dispute
Threads
1
Messages
1
Aior
Brand protection in 2026: defensive registrations, monitoring, and UDRP
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

Web Platforms

XenForo

Installation, Theme, Add-on, Permissions, Language Pack, Error Fix
Threads
13
Messages
14
Sub-forums:
  1. Installation
  2. Theme
  3. Add-on
  4. Permissions
  5. Language Pack
  6. Error Fix
Threads
13
Messages
14
Aior
XenForo Similar Threads Not Showing? Full XFES and Elasticsearch Fix (Root Cause and Permanent Solution)

WordPress

Theme, Plugin, WooCommerce, Security, Speed, Migration
Threads
1
Messages
1
Sub-forums:
  1. Theme
  2. Plugin
  3. WooCommerce
  4. Security
  5. Speed
  6. Migration
Threads
1
Messages
1
Aior
How to disable spam comments at wordpress

WHMCS

Module, Template, Payment, Invoice, License, Client Panel
Threads
2
Messages
2
Sub-forums:
  1. Module
  2. Template
  3. Payment
  4. Invoice
  5. License
  6. Client Panel
Threads
2
Messages
2
Aior
WHMCS Login Invalid CSRF Protection Token Problem Solution

CMS & Static Sites

Joomla, Drupal, Ghost, Strapi, Astro, Static Site
Threads
1
Messages
1
Sub-forums:
  1. Joomla
  2. Drupal
  3. Ghost
  4. Strapi
  5. Astro
  6. Static Site
Threads
1
Messages
1
Aior
Headless CMS vs static site generators: when each one is the right tool
  • Aior

Community Management

Membership, Moderation, Anti-Spam, Roles, Content Rules, Ads
Threads
1
Messages
1
Sub-forums:
  1. Membership
  2. Moderation
  3. Anti-Spam
  4. Roles
  5. Content Rules
  6. Ads
Threads
1
Messages
1
Aior
Running a forum community in 2026: the operational side nobody documents
  • Aior

Web Integrations

CRM, ERP, Payment API, Cargo API, Email API, Webhook
Threads
1
Messages
1
Sub-forums:
  1. CRM
  2. ERP
  3. Payment API
  4. Cargo API
  5. Email API
  6. Webhook
Threads
1
Messages
1
Aior
Webhooks, APIs, iPaaS: integrating web platforms cleanly without vendor lock-in
  • Aior
Statistics: Threads: 19 Messages: 20 Total:39
Top

Database & Data

SQL Databases

MySQL, MariaDB, PostgreSQL, MSSQL, SQLite, SQL Query
Threads
3
Messages
3
Sub-forums:
  1. MySQL
  2. MariaDB
  3. PostgreSQL
  4. MSSQL
  5. SQLite
  6. SQL Query
Threads
3
Messages
3
Aior
General guide on cleaning up a WordPress database via SQL

NoSQL & Search

MongoDB, Redis, Elasticsearch, Firebase, Cassandra, Milvus
Threads
1
Messages
1
Sub-forums:
  1. MongoDB
  2. Redis
  3. Elasticsearch
  4. Firebase
  5. Cassandra
  6. Milvus
Threads
1
Messages
1
Aior
MongoDB, DynamoDB, Cassandra, Elasticsearch: where each one earns its place
  • Aior

DB Operations

Backup DB, Restore DB, Migration DB, Replication, Index, Log Analysis
Threads
1
Messages
1
Sub-forums:
  1. Backup DB
  2. Restore DB
  3. Migration DB
  4. Replication
  5. Index
  6. Log Analysis
Threads
1
Messages
1
Aior
Database operations that don't wake you up at 3 AM: backups, replicas, migrations
  • Aior

Performance

Slow Query, Partition, Connection Pool, Explain, Cache Layer, Tuning
Threads
1
Messages
1
Sub-forums:
  1. Slow Query
  2. Partition
  3. Connection Pool
  4. Explain
  5. Cache Layer
  6. Tuning
Threads
1
Messages
1
Aior
Database performance: indexes, query plans, and the tuning that beats hardware upgrades
  • Aior

Data Pipelines

ETL, API Import, CSV Import, Streaming, Scheduler, Data Quality
Threads
1
Messages
1
Sub-forums:
  1. ETL
  2. API Import
  3. CSV Import
  4. Streaming
  5. Scheduler
  6. Data Quality
Threads
1
Messages
1
Aior
Correlation analysis study steps with big data

BI & Reporting

Power BI, Metabase, Looker Studio, Dashboard, KPI, Data Warehouse
Threads
2
Messages
2
Sub-forums:
  1. Power BI
  2. Metabase
  3. Looker Studio
  4. Dashboard
  5. KPI
  6. Data Warehouse
Threads
2
Messages
2
Aior
How can I export Workspace data to csv at Matlab?
Statistics: Threads: 9 Messages: 9 Total:18
Top

Cybersecurity

Web Security

OWASP, WAF, Login Security, Upload Security, API Security, Security Headers
Threads
1
Messages
1
Sub-forums:
  1. OWASP
  2. WAF
  3. Login Security
  4. Upload Security
  5. API Security
  6. Security Headers
Threads
1
Messages
1
Aior
Web security in 2026: OWASP Top 10, but practical, with what we actually see in incidents
  • Aior

Server Security

SSH Security, Port Control, Log Monitoring, Root Protection, Patch, Permissions
Threads
1
Messages
1
Sub-forums:
  1. SSH Security
  2. Port Control
  3. Log Monitoring
  4. Root Protection
  5. Patch
  6. Permissions
Threads
1
Messages
1
Aior
Server-side hardening for the production team: defence in depth, without paranoia
  • Aior

Pentest

Web Pentest, Network Test, Mobile Test, Vulnerability Report, Scope, Retest
Threads
1
Messages
1
Sub-forums:
  1. Web Pentest
  2. Network Test
  3. Mobile Test
  4. Vulnerability Report
  5. Scope
  6. Retest
Threads
1
Messages
1
Aior
Engaging a pentest: what to prepare, what to expect, how to use the report
  • Aior

Malware Defense

Detection, Cleaning, Shell Analysis, Phishing, Blacklist, Recovery
Threads
1
Messages
1
Sub-forums:
  1. Detection
  2. Cleaning
  3. Shell Analysis
  4. Phishing
  5. Blacklist
  6. Recovery
Threads
1
Messages
1
Aior
Detecting and defending against malware on production servers in 2026
  • Aior

Compliance

KVKK, GDPR, Cookie Consent, Data Inventory, Retention Policy, Audit Report
Threads
1
Messages
1
Sub-forums:
  1. KVKK
  2. GDPR
  3. Cookie Consent
  4. Data Inventory
  5. Retention Policy
  6. Audit Report
Threads
1
Messages
1
Aior
Compliance frameworks (ISO 27001, SOC 2, GDPR, KVKK): what each one actually requires
  • Aior

Access & Identity

SSO, MFA, OAuth, LDAP, Role Policy, Secret Rotation
Threads
1
Messages
1
Sub-forums:
  1. SSO
  2. MFA
  3. OAuth
  4. LDAP
  5. Role Policy
  6. Secret Rotation
Threads
1
Messages
1
Aior
Identity and access management: SSO, MFA, RBAC, and the fundamentals that still matter
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

E-Commerce & Payments

Store Platforms

Shopify, OpenCart, PrestaShop, WooCommerce, Ticimax, Ikas
Threads
1
Messages
1
Sub-forums:
  1. Shopify
  2. OpenCart
  3. PrestaShop
  4. WooCommerce
  5. Ticimax
  6. Ikas
Threads
1
Messages
1
Aior
Shopify, WooCommerce, Magento, custom: picking an e-commerce platform without regret
  • Aior

Product Management

Catalog, Stock, Variant, Price, Category, Product Search
Threads
1
Messages
1
Sub-forums:
  1. Catalog
  2. Stock
  3. Variant
  4. Price
  5. Category
  6. Product Search
Threads
1
Messages
1
Aior
Product catalogue management: SKUs, variants, and the data model that scales
  • Aior

Payments

Virtual POS, iyzico, PayTR, Stripe, Bank Transfer, Cash on Delivery
Threads
1
Messages
1
Sub-forums:
  1. Virtual POS
  2. iyzico
  3. PayTR
  4. Stripe
  5. Bank Transfer
  6. Cash on Delivery
Threads
1
Messages
1
Aior
Stripe, iyzico, PayTR, Adyen: picking a payment provider for Turkey + global
  • Aior

Cargo & Returns

Yurtiçi, Aras, MNG, Sürat, Cargo API, Return Flow
Threads
1
Messages
1
Sub-forums:
  1. Yurtiçi
  2. Aras
  3. MNG
  4. Sürat
  5. Cargo API
  6. Return Flow
Threads
1
Messages
1
Aior
Shipping integration and returns: the part that decides retention more than the product
  • Aior

Marketplaces

Trendyol, Hepsiburada, Amazon, N11, Çiçeksepeti, Pazarama
Threads
1
Messages
1
Sub-forums:
  1. Trendyol
  2. Hepsiburada
  3. Amazon
  4. N11
  5. Çiçeksepeti
  6. Pazarama
Threads
1
Messages
1
Aior
Selling on marketplaces (Trendyol, Hepsiburada, Amazon): the operational side
  • Aior

Conversion

Cart Abandonment, Product Page, Checkout UX, Upsell, Coupon, A/B Test
Threads
1
Messages
1
Sub-forums:
  1. Cart Abandonment
  2. Product Page
  3. Checkout UX
  4. Upsell
  5. Coupon
  6. A/B Test
Threads
1
Messages
1
Aior
Conversion optimisation that doesn't break the brand: discipline over hacks
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

Design & Media

UI/UX

Web UI, Mobile UI, Wireframe, Prototype, Figma, Adobe XD
Threads
1
Messages
1
Sub-forums:
  1. Web UI
  2. Mobile UI
  3. Wireframe
  4. Prototype
  5. Figma
  6. Adobe XD
Threads
1
Messages
1
Aior
Design systems: from one product to many, and the pitfalls in between
  • Aior

Graphic Design

Logo, Business Card, Banner, Poster, Brochure, Brand Kit
Threads
1
Messages
1
Sub-forums:
  1. Logo
  2. Business Card
  3. Banner
  4. Poster
  5. Brochure
  6. Brand Kit
Threads
1
Messages
1
Aior
Brand identity systems that scale: beyond the logo, before the templates
  • Aior

Web Design

Landing Page, Corporate Site, E-Commerce UI, Portfolio, Dark Mode, Responsive
Threads
1
Messages
1
Sub-forums:
  1. Landing Page
  2. Corporate Site
  3. E-Commerce UI
  4. Portfolio
  5. Dark Mode
  6. Responsive
Threads
1
Messages
1
Aior
Web design in 2026: performance and accessibility as design constraints, not afterthoughts
  • Aior

Video & Motion

Editing, Reels, YouTube Video, Promo Video, Motion Graphics, Render
Threads
1
Messages
1
Sub-forums:
  1. Editing
  2. Reels
  3. YouTube Video
  4. Promo Video
  5. Motion Graphics
  6. Render
Threads
1
Messages
1
Aior
How can I start a render at Aftereffects?

3D & Product Visuals

Blender, Product Render, Mockup, Animation, Industrial Visual, AR Preview
Threads
1
Messages
1
Sub-forums:
  1. Blender
  2. Product Render
  3. Mockup
  4. Animation
  5. Industrial Visual
  6. AR Preview
Threads
1
Messages
1
Aior
Product photography vs 3D rendering: when each one wins
  • Aior

Design Delivery

Brief, Revision, Handoff, Export, Asset Pack, Style Guide
Threads
1
Messages
1
Sub-forums:
  1. Brief
  2. Revision
  3. Handoff
  4. Export
  5. Asset Pack
  6. Style Guide
Threads
1
Messages
1
Aior
Design handoff: from Figma to production code without losing the design
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

Growth & Content

Search Visibility

Crawling, Indexing, Schema, Sitemap, Canonical, Core Web Vitals
Threads
1
Messages
1
Sub-forums:
  1. Crawling
  2. Indexing
  3. Schema
  4. Sitemap
  5. Canonical
  6. Core Web Vitals
Threads
1
Messages
1
Aior
SEO in 2026: technical, content, and authority — what changed and what didn't
  • Aior

Content Strategy

Topical Map, Article Brief, Internal Link, Product Copy, Landing Copy, Content Audit
Threads
1
Messages
1
Sub-forums:
  1. Topical Map
  2. Article Brief
  3. Internal Link
  4. Product Copy
  5. Landing Copy
  6. Content Audit
Threads
1
Messages
1
Aior
Content strategy that compounds: editorial calendar, briefs, and distribution
  • Aior

Paid Ads

Google Ads, Meta Ads, TikTok Ads, LinkedIn Ads, YouTube Ads, Remarketing
Threads
1
Messages
1
Sub-forums:
  1. Google Ads
  2. Meta Ads
  3. TikTok Ads
  4. LinkedIn Ads
  5. YouTube Ads
  6. Remarketing
Threads
1
Messages
1
Aior
Paid ads in 2026: Google, Meta, TikTok — measurement, attribution, budget reality
  • Aior

Analytics

GA4, Search Console, Tag Manager, Pixel, Conversion, Funnel
Threads
1
Messages
1
Sub-forums:
  1. GA4
  2. Search Console
  3. Tag Manager
  4. Pixel
  5. Conversion
  6. Funnel
Threads
1
Messages
1
Aior
Web analytics in the post-cookie world: GA4, server-side, and first-party data
  • Aior

Social Growth

Instagram, Facebook, X, LinkedIn, TikTok, YouTube
Threads
1
Messages
1
Sub-forums:
  1. Instagram
  2. Facebook
  3. X
  4. LinkedIn
  5. TikTok
  6. YouTube
Threads
1
Messages
1
Aior
Organic social growth in 2026: which platforms still work and what each rewards
  • Aior

Local Business

Google Business, Map Ranking, Reviews, City Page, Service Area, NAP
Threads
1
Messages
1
Sub-forums:
  1. Google Business
  2. Map Ranking
  3. Reviews
  4. City Page
  5. Service Area
  6. NAP
Threads
1
Messages
1
Aior
Local SEO and Google Business Profile: the basics that move the needle most
  • Aior
Statistics: Threads: 6 Messages: 6 Total:12
Top

Marketplace & Trade

Service Requests

Software Request, AI Project, Vision Project, Automation Project, Hosting Request, Design Request
Threads
1
Messages
1
Sub-forums:
  1. Software Request
  2. AI Project
  3. Vision Project
  4. Automation Project
  5. Hosting Request
  6. Design Request
Threads
1
Messages
1
Aior
Should I make a start up for building cleaning with drone?

Service Offers

Development Offer, AI Offer, Hosting Offer, Design Offer, Security Offer, Consulting Offer
Threads
1
Messages
1
Sub-forums:
  1. Development Offer
  2. AI Offer
  3. Hosting Offer
  4. Design Offer
  5. Security Offer
  6. Consulting Offer
Threads
1
Messages
1
Aior
Posting a service offer that gets responses, not silence
  • Aior

Digital Products

Scripts, Plugins, Themes, SaaS Licenses, Mobile Apps, Templates
Threads
1
Messages
1
Sub-forums:
  1. Scripts
  2. Plugins
  3. Themes
  4. SaaS Licenses
  5. Mobile Apps
  6. Templates
Threads
1
Messages
1
Aior
Selling digital products: licensing, delivery, and supporting customers without burning out
  • Aior

Hardware Trade

Cameras, Sensors, PLCs, Edge Devices, Servers, Test Equipment
Threads
1
Messages
1
Sub-forums:
  1. Cameras
  2. Sensors
  3. PLCs
  4. Edge Devices
  5. Servers
  6. Test Equipment
Threads
1
Messages
1
Aior
Buying and selling industrial hardware safely: due diligence beyond the listing
  • Aior

Freelance & Jobs

Freelancer Available, Hiring, Remote Work, Partnership, Team Search, Internship
Threads
1
Messages
1
Sub-forums:
  1. Freelancer Available
  2. Hiring
  3. Remote Work
  4. Partnership
  5. Team Search
  6. Internship
Threads
1
Messages
1
Aior
Freelance contracts that protect both sides: from scope to IP to payment
  • Aior

Trust & Disputes

References, Reviews, Complaints, Contracts, Payments, Delivery
Threads
1
Messages
1
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Trust and dispute resolution in marketplace transactions: prevention is most of it
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