Sitemap

Main Pages

• Home
• About Hakia
• Contact Us
• Privacy Policy
• Terms of Use

Tech Insights

AI, search technology, and industry analysis articles (41 articles)

• AI Agents Explained: From Chatbots to Autonomous Systems
• The AI Chip Wars: NVIDIA, AMD, and Custom Silicon
• AI Hallucinations: Why They Happen and How to Prevent Them
• AI in Production: Lessons from Real Deployments
• AI Infrastructure Stack Explained
• AI Regulation Landscape: What Developers Need to Know
• AI Safety and Alignment: Technical Overview
• The Death of SEO? How AI Search Changes Everything
• The AI Talent Market: Skills in Demand
• Attention Mechanisms: How Transformers Actually Work
• Building a Semantic Search Engine from Scratch
• Chain of Thought Prompting: Getting Better AI Outputs
• Context Windows Explained: Why Token Limits Matter
• The Cost of AI: Understanding Compute Economics
• Edge AI: Running Models on Devices
• Embeddings Explained: How Machines Understand Meaning
• Enterprise AI Adoption Trends
• Fine-Tuning LLMs: A Practical Guide
• The Future of AI Development Tools
• The Future of Search: How AI Agents Are Replacing Keywords
• Generative AI Beyond Chatbots
• The History of Semantic Search: From Hakia to Google Gemini
• How Google's AI Search (SGE) Actually Works
• How Semantic Search Actually Works: A Technical Deep Dive
• Hybrid Search: Combining Vectors and Keywords
• Knowledge Graphs vs LLMs: Structuring the Web's Data
• LLM Inference Optimization Techniques
• MLOps vs DevOps: What's Different
• Multi-Modal AI: Text, Images, and Beyond
• The Math Behind Neural Networks (For Developers)
• NLP in 2025: State of the Art Review
• Open Source AI Ecosystem Map
• Open Source vs Closed LLMs: Technical Comparison
• Prompt Engineering: Beyond the Basics
• Quantization: Running AI Models on Consumer Hardware
• Semantic vs Keyword Search: When to Use Which
• Training vs Inference: Understanding AI Costs
• Transformers Explained: The Architecture Behind GPT
• Vector Search Explained: The Math Behind Modern AI
• What is RAG? Retrieval-Augmented Generation for Developers
• AI Skills Command 10% Salary Premium Over Traditional Dev Roles

Engineering

System design, DevOps, and programming guides (35 articles)

• API Design Best Practices
• AWS vs Azure vs GCP: Technical Comparison
• Caching Strategies Explained
• CAP Theorem Explained Practically
• CI/CD Pipeline Design Patterns
• Concurrency Models Compared
• When to Use C++ in 2025
• Database Choices: SQL vs NoSQL vs NewSQL
• Database Scaling Strategies
• Developer Experience (DX) Engineering
• Distributed Systems Concepts
• Docker and Containerization Guide
• Feature Flags and Progressive Delivery
• Choosing Your First Programming Language
• Functional Programming Concepts for OOP Developers
• Git Workflows for Teams
• Go for Backend Services: Pros and Cons
• GraphQL vs REST: When to Use Which
• Infrastructure as Code: Terraform vs Pulumi
• Kubernetes for Developers (Not Ops)
• Language-Specific Performance Optimization
• Load Balancing Techniques
• Memory Management Across Languages
• Message Queues and Event-Driven Architecture
• Microservices vs Monoliths: Real Trade-offs
• Observability: Logs, Metrics, and Traces
• Python for AI/ML: Why It Dominates
• Rate Limiting and Throttling Patterns
• Redis Use Cases Beyond Caching
• Rust for Systems Programming: Is It Worth Learning?
• Serverless Architecture Patterns
• Service Mesh Architecture
• Static vs Dynamic Typing: Performance and Safety
• System Design Fundamentals for Interviews
• TypeScript vs JavaScript: The Real Differences

Skills & Certifications

Learning paths and certification guides (25 articles)

• Version Control Beyond Git Basics
• AI/ML Certifications Worth Getting
• AWS Certifications Roadmap 2025
• Azure Certification Paths
• Bootcamp vs Masters: ROI Analysis
• Building a Portfolio That Gets Hired
• Which Certifications Actually Matter for Jobs
• AWS/Azure Certs vs Cloud Computing Degrees
• Continuous Learning Strategies for Developers
• The CS Fundamentals You Actually Need
• Data Engineering Certifications
• Debugging and Troubleshooting Strategies
• Data Structures and Algorithms Refresher
• From Frontend to Full-Stack: Skill Progression
• Google Cloud Certifications Guide
• Kubernetes Certifications: CKA, CKAD, CKS
• Linux Command Line Essentials
• Networking Fundamentals for Developers
• Contributing to Open Source: A Guide
• Security Basics for Software Engineers
• Security Certifications: CISSP, CEH, CompTIA
• Self-Taught vs Degree: An Honest Comparison
• Specializing vs Generalizing in Tech
• SQL Skills Every Developer Needs
• Technical Interview Preparation Roadmap

Careers

Salary data, career roadmaps, and market analysis (49 articles)

• AI/ML Engineer Compensation Trends
• Breaking Into FAANG Companies
• Building a Personal Brand in Tech
• Contract vs Full-Time in Tech
• Cybersecurity Analyst Salary Data 2025
• Data Scientist Salary Breakdown 2025
• DevOps Engineer Salary Guide 2025
• Entry-Level Tech Job Landscape 2025
• The Future of Tech Employment
• How to Become an AI Engineer (No PhD Required)
• Individual Contributor vs Management Track
• Most In-Demand Tech Skills Right Now
• International Tech Job Markets
• From Junior to Senior: Timeline Expectations
• Negotiating Tech Offers: Strategies That Work
• Remote Tech Jobs: Finding and Landing Them
• Remote vs On-Site Salary Differences
• Software Engineer Career Ladder Explained
• Software Engineer Salary Guide 2025: By Level & Location
• Staff Engineer: What It Takes
• Startup vs Big Tech Compensation
• Tech Career Pivots That Work
• Tech Job Market 2025: Is CS Still Safe?
• Tech Layoffs and Hiring Trends Analysis
• Transitioning to Tech from Another Field
• Cybersecurity Career Ladder: From Help Desk to CISO
• Software Engineer Salary by Experience Level
• Remote vs On-Site Tech Salaries: 2024 Compensation Analysis
• Cloud Engineering Salaries 2024: AWS vs Azure vs GCP
• Coding Bootcamp ROI Analysis: Is It Worth $15K?
• Data Engineer vs Data Scientist Salary: 2024 Comparison
• Frontend vs Backend Developer Salary: 2024 Guide
• Tech Salaries by Company Size: Startup vs Big Tech
• CS Degree vs No Degree: 2024 Salary Analysis
• Masters Degree ROI in Tech: Is an MS Worth It?
• Highest Paying Entry-Level Tech Jobs
• DevOps vs SRE Salary: Complete 2024 Comparison
• Product Manager vs Software Engineer Salary
• Tech Manager vs IC Salary: Which Path Pays More?
• California Tech Salaries: Bay Area, LA, San Diego
• Texas Tech Salaries: Austin, Dallas, Houston
• Washington Tech Salaries: Seattle No-Tax Advantage
• New York Tech Salaries: NYC vs Upstate
• Colorado Tech Salaries: Denver Tech Hub
• Florida Tech Salaries: Miami, Tampa, Orlando
• Georgia Tech Salaries: Atlanta Tech Hub
• Massachusetts Tech Salaries: Boston Biotech Hub
• Virginia Tech Salaries: DC Metro and Defense Tech
• North Carolina Tech Salaries: Research Triangle

Student Resources

Financial aid, program selection, and student guides (15 articles)

• Building Projects While in School
• Choosing Between CS Programs: Framework
• Computer Science Degree ROI Calculator
• CS Degree While Working Full-Time
• Employer Tuition Reimbursement Guide
• FAFSA & Grants for STEM Majors
• Free and Low-Cost Ways to Learn Tech
• Graduate Assistantships in Tech Programs
• Internship Hunting Guide
• Online vs On-Campus Degrees: Honest Take
• Part-Time vs Full-Time CS Degrees
• Top Scholarships for Women in Technology
• Student Loans for CS Degrees: Smart Strategies
• Transferring Into a CS Program
• Research Opportunities for Undergrads

News & Analysis

Latest tech news and industry updates (2 articles)

• Tech News & Analysis
• Why Microsoft's AI Struggles Are a Masterclass for Developers

Degree Programs

Rankings and guides for tech degree programs