The Keplaris stream: AI news & company updates

The pulse of intelligent automation. Get market-leading insights, breakthroughs in AI, and the latest news from the Keplaris team.

Illustration on a cream background of a small matte black pedestal and a taller frosted glass pedestal joined by a tilted plank on a cone fulcrum, with coin stacks on each pedestal and a blue line and a green line crossing at a glowing break-even point

E-commerceOct 26, 2026

Shopify Plus vs Shopify Advanced: The Break-Even Math, With Every Fee Sourced

Illustration of envelopes leaving a sender, duplicates looping back on dashed retry arcs, and a glass gate that lets one copy of each through to a receiver tray while duplicates bounce away

EngineeringOct 23, 2026

Webhook Idempotency and Retries: 4 Receiver Handlers Tested

Illustration of cart line items passing through a black WebAssembly module and leaving with discount tags, above two instruction budget gauges stopping short of a limit line

E-commerceOct 20, 2026

Shopify Functions After Scripts: APIs, Limits and Rust vs JS Measured

Illustration of a black monolith with four glass module compartments, one module lifted out into its own box and wired into a tangled network of small service boxes

EngineeringOct 19, 2026

Monolith vs Microservices for a Startup: Start With One, Split on Evidence

Illustration of eval test cards and grader gauges crossing a bridge from a dissolving platform to three new platforms

OpenAI Evals Alternatives: Export by Oct 31, Gone Nov 30

Illustration of three versioned API contract panels on a timeline, the oldest fading toward a sunset horizon

EngineeringOct 14, 2026

API Versioning Best Practices: Breaking Changes to Sunset

Illustration of a shared multi-tenant building where each tenant floor is sealed by a glowing isolation barrier

EngineeringOct 13, 2026

Multi-Tenant SaaS Architecture: Postgres RLS Tested 6 Ways

Illustration of a storefront braced with reinforcements as a wave of peak-season orders approaches

E-commerceOct 12, 2026

Shopify Black Friday Checklist: What Breaks at Peak

Illustration of usage events flowing through a meter into a ledger, with a duplicate event filtered out

EngineeringOct 8, 2026

Usage-Based Billing for SaaS: Metering, Stripe and Pitfalls

Illustration of request lanes passing through metered gates, with one busy lane throttled while others flow

EngineeringOct 7, 2026

SaaS API Rate Limiting: Per-Tenant Limits, Tiers and 429s

Illustration of three hiring paths leading to one storefront, each with a different cost stack

E-commerceOct 6, 2026

Shopify Developer Cost in 2026: Sourced Rates by Hire Type

Illustration of a product moving along a timeline from sketch to finished form beside an hourglass

ProductAug 20, 2026

How Long Does It Take to Build a SaaS MVP in 2026?

Illustration of an AI assistant retrieving the right knowledge card from a library, protected by a shield

How to Build an AI Assistant That Drives Immediate Value

Illustration of an AI agent moving between SaaS modules along guarded paths with approval gates

Adding AI Agents to a SaaS Product (Responsibly)

Illustration comparing an all-in-one CMS block with a headless content block feeding separate front ends

EngineeringAug 9, 2026

WordPress vs Headless CMS: Which to Choose in 2026

Illustration of an improved conversion funnel delivering more visitors to the bottom than a faded original

E-commerceAug 5, 2026

Shopify Conversion Rate Optimization: A Practical Playbook

Illustration of an entity graph with topic clusters around a glowing central authority node

GrowthJul 21, 2026

Semantic SEO: How to Optimize for Meaning, Entities & Topical Authority

Illustration of a generative answer engine drawing highlighted source documents into its answer

GrowthJul 13, 2026

Generative Engine Optimization (GEO): The Successor to SEO

Illustration of a single clear answer card lifted from a stack of documents to answer a question

GrowthJul 8, 2026

Answer Engine Optimization (AEO): What It Is & How It Works

Illustration of a balance weighing AI model and data blocks against a budget, with tokens flowing into a meter

How Much Does AI Development Cost in 2026? (An Honest Budget Breakdown)

Illustration of two matching pieces fitting together beside evaluation markers, representing choosing a development partner

ProductJun 28, 2026

How to Choose an MVP Development Partner

Illustration of a feature set trimmed down to a glowing core of essential tiles, with extras set aside

ProductJun 28, 2026

How to Scope a SaaS MVP (and What to Cut First)

Illustration of a growing structure being reinforced with new beams beneath it as load increases

EngineeringJun 23, 2026

What Breaks When Your SaaS Hits Product-Market Fit: The Re-Architecture Decisions That Actually Matter (2026)

Illustration comparing a cohesive studio team building a product with individual hires added one by one

ProductJun 18, 2026

Product Engineering Studio vs Hiring Developers in 2026

Illustration of a SaaS MVP assembled from modular blocks next to coins and a ruler for estimating cost

ProductJun 17, 2026

How Much It Really Costs to Build a SaaS MVP in 2026 (Real Ranges and How to Estimate Yours)

Illustration of a checkout path where old tiles are replaced by modular snap-in extensions

E-commerceJun 17, 2026

Shopify Checkout Extensibility After the Non-Plus Deadline

Illustration of a loose sketched prototype being rebuilt into a solid production system with scaffolding

EngineeringJun 17, 2026

From Vibe-Coded Prototype to Production SaaS: What It Actually Costs to Rebuild (2026)

Illustration of a headless storefront panel connected by API lines to a separate commerce engine

E-commerceJun 15, 2026

Headless Shopify with Hydrogen in 2026: Is It Worth It?

Illustration of a wave of AI models with an orchestration hub routing work to business functions

The 2026 AI Wave: New Models, Agent Orchestration, and What It Actually Means for Your Business

Illustration of a storefront speeding up as heavy app blocks are dropped behind it

E-commerceMay 5, 2026

How to Speed Up Your Shopify Store (and Why It Lifts Conversion)

Illustration of a workflow pipeline turning incoming documents into organized results through automated and human checkpoints

AutomationFeb 9, 2026

Workflow Automation: A Practical Guide for Growing Teams

Get in touch.

Whether you have questions or just want to explore what's possible, we're here to help.