Data
Marketing Mix Modeling: Practical Setup with Robyn
Build attribution models with Meta's Robyn framework using saturation curves, adstock decay, and holdout validation. SQL, R, and production pipeline.
· 8 min read
Roibase
Roibase's autonomous tech hub
Latest Posts — AI · Marketing · Tech · Data · Gaming · Travel · Lifestyle.
Categories
ai
AI
17 posts
marketing
Marketing
13 posts
tech
Tech
13 posts
data
Data
9 posts
gaming
Gaming
8 posts
travel
Travel
10 posts
lifestyle
Lifestyle
14 posts
Latest Posts
Tech
Reducing Personalization Latency to 40ms with Edge SSR
Moving server-side rendering to the edge with Cloudflare Workers and Vercel Edge cut personalization from 250ms to 40ms. KV store architecture, code examples, and tradeoff analysis.
· 8 min read
AI
RAG in Production: Retrieval Quality Comes Before Cost
How embedding models, chunking strategy, and eval setup determine retrieval quality in production RAG systems. Quality first, then cost optimization.
· 8 min read
Lifestyle
Code Review Culture: Measurable Quality, No Personal Conflict
Build team quality on numerical criteria—time-to-review, comment density, PR size rules—with systemic discipline instead of personal judgment.
· 8 min read
Marketing
iOS 17+ Attribution Stack After ATT
SKAdNetwork 4, modeled conversions, and post-install lookback windows. Practical measurement architecture for iOS marketing in 2026.
· 8 min read
verianalizi
Reverse ETL: Activating Data from Your Warehouse to Operational Tools
Hightouch, Census, Segment Reverse ETL — production architectures, design tradeoffs, and CDP integration comparison.
· 8 min read
premiumyayinci
Premium Publisher Program: Transform Your Ad Tech Stack Into a Revenue Engine
Combine header bidding, direct sales, and first-party data to drive 40%+ revenue growth. Technical architecture and operational playbook included.
· 8 min read
Travel
Digital Nomad Tax Stack — 2026 Updated Comparison
Estonia e-residency, Portugal post-NHR regime, Turkey digital nomad visa — operational tax guide and jurisdiction comparison for tech teams.
· 8 min read
AI
LLM Citation Measurement — Your New SEO Metric Set
Measuring your brand's citation rate on Perplexity, ChatGPT, and Gemini is now core to SEO. Learn how to build a citation tracking system.
· 8 min read
Marketing
Fast Decision Making with Bayesian A/B Testing
Replace rigid frequentist sample size rules with Bayesian sequential testing. Update posterior distributions in real time, make confident stopping decisions earlier.
· 8 min read
Tech
Shopify Hydrogen vs Liquid: Making the Decision With Hard Numbers
TTFB, build time, dev velocity, migration cost — how we chose between Hydrogen and Liquid using concrete metrics. Tradeoff analysis and real benchmark data.
· 8 min read
aso
Apple Search Ads: Building Campaign Architecture as a Funnel
Budget flow from discovery to brand: how to structure broad match, competitor, and exact campaigns as a hierarchical funnel—ASA architecture for mobile game growth.
· 8 min read
Lifestyle
Founder Calendar: Context-Switching Cost and Time-Block Discipline
Transform your calendar into an operational asset with 4-hour deep work blocks, async response windows, and customer meeting cadence.
· 7 min read
Travel
Async-First Culture: Product Development Across 4 Time Zones
Replace standups with Linear updates, implement response SLAs, enforce async meeting discipline — operational architecture for distributed tech teams spanning multiple continents.
· 8 min read
Data
Identity Resolution: From 6 Signals to a Single Customer Identity
Engineering customer identity unification using hash matching, probabilistic linking, and household clustering. BigQuery + CDP implementation guide.
· 8 min read
Marketing
Server-Side Conversions: Setting Up Meta CAPI Correctly from Scratch
sGTM + Conversion API architecture, deduplication logic, and event match quality optimization — the technical foundation of attribution post-iOS 17.
· 8 min read
Tech
Nuxt 3 + Cloudflare Pages: From 10s LCP to 2s
Self-hosted fonts, lazy hydration, content-visibility, and edge caching reduced Largest Contentful Paint by 80% in a Nuxt 3 project. Benchmarks and code examples included.
· 8 min read
geo
GEO: Positioning Your Brand in ChatGPT's Answer
Achieving visibility in generative AI overviews by architecting content around citation logic. Token economics, retrieval patterns, and measurement.
· 8 min read
Lifestyle
Linear + Async Standup: Meeting-Free Week in a 12-Person Team
Cycle management, daily updates, and blocker escalation patterns that eliminated synchronous standups. Numerical results and implementation details.
· 7 min read
Travel
Lisbon for Remote Tech Teams: 12-Month Operational Report
Internet speed, coworking costs, tax structure, time zone management — concrete data from 12 months of tech operations in Lisbon.
· 8 min read
Data
Modern Marketing Data Stack with dbt + BigQuery
From source mapping to semantic layer: how to turn marketing data into a decision engine. dbt modeling layers, exposure definitions, and production pipeline architecture.
· 8 min read
Gaming
App Store Optimization: Keyword Architecture for the Turkish Market
How to build ASO keyword strategy for Turkey's mobile gaming market. Localization, voice search patterns, and App Store algorithm mechanics explained.
· 8 min read
Tech
Server Components vs Client: Drawing the Line in 2026
React Server Components and Vue 3.5 transition reduce hydration costs while maintaining interactivity balance. Architectural decision guide with real numbers.
· 8 min read
AI
Multi-Agent Orchestration: From Single LLM Call to Production Systems
Scale LLM applications with agent SDKs, tool use, and parallel/serial topologies. Navigate token costs, latency, and error isolation tradeoffs.
· 8 min read
Lifestyle
Hiring for Async-First: Practical Filters and Interview Structure
Trial week, written evaluation, and measurable hiring process to eliminate sync bias. Discover how async work culture is established from the recruitment phase.
· 7 min read
Marketing
The New Era of Performance Marketing
Rebuilding performance marketing through signal architecture, server-side GTM, and engineering discipline in the post-cookie era.
· 8 min read
Data
Server-Side GTM and Conversion API: From Zero to Production
Cloud Run/Workers deployment, container templates, deduplication strategies. Technical roadmap for shipping server-side measurement to production.
· 8 min read
Gaming
Live Ops Calendar: Retention Engineering Reduces Churn by 18%
Data-driven event cadence, content depth, and monetization-retention balance. Live ops calendar methodology that reduced churn by 18% through retention engineering.
· 8 min read
headless
Travel Tech 2026: Migrating Your Booking Funnel to Headless
Composable hospitality architecture, edge personalization, and conversion impact — the operational anatomy of moving booking funnels from monolith to headless stack.
· 8 min read
AI
AI-Generated Content and Google: The Risk Matrix
Post-Helpful Content Update: Which AI-generated content gets penalized, which ranks? Data-driven risk map and detection patterns.
· 8 min read
Marketing
Cross-Channel Orchestration: Paid + Email + Push Attribution
Identity graph, lifecycle event mapping, and hold-out groups are now essential for measuring channel contribution. How to architect orchestration in the cookie-less era?
· 8 min read
Tech
Nuxt 3 SSG: Prerender Strategies and Build Optimization
Static site generation in Nuxt 3: route rules, nitro prerender, incremental builds, and edge deployment strategies with real benchmarks.
· 8 min read
Gaming
Bayesian Price Optimization in Mobile F2P
Managing IAP price tests with posterior estimation: segmentation, price ladder A/B, false positive filtering, and posterior confidence intervals.
· 8 min read
Lifestyle
Tool Stack 2026: How Meeting-Free Weeks Work at Roibase
Linear, Notion, Slack, Figma, Granola — proven integration patterns from 8 years of testing and concrete criteria for async-first team operations.
· 7 min read
Travel
Tech-Friendly Cities: Roibase's 5 Hub Assessment
Istanbul, Lisbon, Berlin, Mexico City, Bangkok — operational criteria, infrastructure costs, and real-world scenarios for distributed tech teams.
· 8 min read
verianalizi
Cohort Table Architecture: Scaling Retention Analysis in Production
Materialized views, partitioning, and query cost optimization design for querying 100M+ daily events in cohort tables in 5 seconds.
· 8 min read
Marketing
Consent Mode v2 and TCF 2.2: Managing Modeling Loss
Engineering approach to improving modeled conversion reliability in GDPR-compliant consent architecture — reducing legal risk without signal loss.
· 8 min read
headless
Headless E-Commerce: Migration Roadmap and Risk Management
Headless migration with SEO preservation, phased rollout strategy, and cart abandonment risk quantified. Real-time ATC abandon analysis included.
· 8 min read
AI
Embedding Drift: Maintaining Vector Databases in Production
Model migration, re-indexing costs, and embedding versioning—tradeoff analysis for sustaining vector database retrieval quality.
· 8 min read
verianalizi
Privacy-First Analytics: Plausible + Server-Side Aggregation
Cookieless measurement architecture: GDPR/KVKK-compliant tracking with Plausible Analytics, server-side aggregation, and a practical GA4 alternative.
· 8 min read
aso
ASO Creative Testing: +32% IPM in 6 Weeks with Custom Product Pages
Statistical rigor in app store creative testing. How we scaled impression-to-product-page conversion through systematic A/B testing on iOS and Android.
· 8 min read
Tech
Composable Commerce: MACH Architecture Production Reality
BigCommerce, commercetools, Shopify Plus — what flexibility does MACH promise? What are the real costs in production and what will you accept?
· 8 min read
AI
n8n + Claude API: Autonomy in Marketing Operations
Autonomous workflow design, idempotency, error handling — the engineering reality of production-grade LLM automation.
· 8 min read
Lifestyle
Founder Calendar: Context Switching Cost and Time-Block Discipline
Managing attention economy with 4-hour deep work blocks, async response windows, and customer meeting cadence — measurement-driven calendar design.
· 7 min read
ppc
Creative Operations: Feeding Variation to the Bidding Algorithm
How to architect creative variation for Performance Max and Advantage+ campaigns. Practical framework from 400+ tested creatives.
· 7 min read
Data
Marketing Mix Modeling: Practical Setup with Robyn
Meta's open-source MMM framework Robyn enables saturation, adstock, and holdout validation with practical R code and correct data structures for post-cookie measurement.
· 8 min read
premiumyayinci
Premium Publisher Program: Transforming Your Ad Tech Stack into a Revenue Engine
Engineering approach that increases gaming publisher ad revenue by 40%+ through header bidding, direct sales, subscription monetization, and first-party data strategy.
· 8 min read
Travel
Async-First Culture: Product Development Across 4 Time Zones
How distributed tech teams replace standup meetings with Linear updates, response SLAs, and async decision protocols for operational reality.
· 7 min read
AI
Prompt Versioning and A/B Testing: The Discipline of LLM Operations
Building prompt eval pipelines with Promptfoo and LangSmith. Methods for preventing regression in production LLM workflows and measuring cost-quality tradeoffs.
· 8 min read
ppc
MMM + Incrementality: Your 2026 Attribution Stack
Robyn, Meta Lift, geo experiments — which method, when? A practical decision tree for post-cookie attribution.
· 8 min read