Sports Data Engineering, Trading & Industry Insights
Deep-dives from the engineering, trading, compliance, and product teams building real-time sports data and odds infrastructure — plus the news and guides that come with it.
All Articles
How We Scaled In-Play Coverage to 130+ Concurrent Leagues
What it actually took to move from dozens to 130+ simultaneously covered leagues without sacrificing update speed or accuracy.
Reading Odds Movement: Signal vs. Noise for Trading Desks
Not every line move means something. A practical framework trading desks use to separate meaningful shifts from market noise.
Designing APIs That Don't Break During the Biggest Game of the Year
How load testing, graceful degradation, and traffic shaping keep the API stable during the highest-traffic moments of the calendar.
What Courtside Data Collection Actually Looks Like
A behind-the-scenes look at the human and sensor-based capture process that feeds raw events into the pipeline.
Inside Our New Esports Data Coverage: Valorant, CS2 and Dota 2
How round-by-round and map-level data is captured and normalized for three of the fastest-growing esports titles.
A Sportsbook Operator's Guide to Choosing a Data Provider
The questions operators should ask about latency, coverage depth, redundancy, and compliance before signing a data contract.
GLI-19 and ISO 27001: What Compliance Actually Requires From a Data Vendor
A plain-language breakdown of what these certifications actually test for, and why they matter when selecting a vendor.
Tech Magnetics Expands Cricket Coverage to 12 Domestic Leagues
New ball-by-ball coverage now spans 12 domestic competitions in addition to existing international fixtures.
Webhooks vs WebSockets: Choosing the Right Delivery Model
The trade-offs between push notifications and persistent connections, and how to decide which fits your integration.
How Affiliate Sites Use Historical Data to Build Predictive Content
A look at how head-to-head records and trend data get turned into the predictive content readers actually click on.
The Real Cost of Stale Odds: A Trading Desk Case Study
A walk-through of how a few hundred milliseconds of delay translated into measurable liability for one trading desk.
2025 in Review: Coverage, Uptime, and What We Shipped
A look back at the sports added, the uptime numbers, and the biggest infrastructure changes of the year.
Building a Fantasy Sports App? Here's the Data Stack You Actually Need
From player stats to live scoring, a practical map of which endpoints fantasy sports apps actually rely on.
Tech Magnetics Partners With Regional Broadcasters Across LATAM
New partnerships bring live scoreboards and odds widgets to regional broadcast platforms across Latin America.
Player Prop Markets: What's Driving the Demand Surge
Why granular player-level data has become one of the fastest-growing categories of market demand.
Inside Our Rate Limiting Strategy for High-Volume API Consumers
How tiered limits, burst allowances, and clear error responses keep the API fair and predictable at scale.
Tennis Data at Scale: Tracking Every Point Across 60+ Tours
What it takes to capture point-by-point data consistently across more than 60 professional and challenger tours.
From Sandbox to Production: A Developer's First 30 Days
A realistic timeline for going from a sandbox key to a stable production integration, with common pitfalls flagged.
How Risk Teams Use Real-Time Data to Manage Liability
A look at how live exposure data feeds into the limit and liability decisions risk teams make during a match.
American Football Season Prep: What Changes in Our Pipeline
The annual checklist for rosters, rules updates, and capacity planning ahead of the NFL season ramp-up.
Sports Integrity Monitoring: How Anomaly Detection Works
An inside look at the statistical models that flag unusual market movement for integrity review.
Tech Magnetics Named to Watch List for Sports Data Innovation
Recognition from an independent industry panel for work on low-latency delivery infrastructure.
Basketball Possession Data: Beyond the Box Score
Why possession-level data is becoming more valuable to trading desks than traditional box score stats.
Why We Rebuilt Our Normalization Layer From Scratch
The technical debt that accumulated over three years, and what the rebuilt schema mapping system looks like now.
Widgets & Embeds: Adding Live Scoreboards Without Building a Backend
How drop-in widgets let media sites and affiliates ship live scores and odds without writing integration code.
Ice Hockey Data Coverage Expands to European Leagues
Live and historical coverage now extends beyond the NHL into the KHL, SHL, and DEL.
A Media Company's Guide to Embedding Live Odds Responsibly
Practical guidance on disclosure, regional restrictions, and responsible gambling messaging for embedded odds.
What 99.99% Uptime Actually Means (and How We Measure It)
Breaking down the math behind the uptime number, and the monitoring stack that keeps it honest.
Responsible Gambling Signals: What Data Vendors Should Surface
Why behavioral signal data matters to operators' responsible gambling programs, and how it should be delivered.
Tech Magnetics Raises the Bar on Baseball Pitch-by-Pitch Data
New pitch-level granularity brings velocity, location, and type data into the standard MLB feed.
Choosing Between REST and Streaming for Your Use Case
Not every integration needs a persistent stream. A framework for deciding which delivery model fits your product.
Common Questions About the Blog
Sports data engineering and architecture, trading desk insights, compliance and integrity monitoring, sportsbook operator guides, developer how-tos, and company and industry news — all centered on real-time sports data and odds infrastructure.
New articles are published roughly two to three times per month, written by the engineering, trading, compliance, and product teams who build and operate the platform.
Articles are written by the internal teams closest to the subject matter — data engineering, trading desk, compliance, developer relations, and product — rather than outside contributors.
Yes. Many posts are practical guides covering authentication, delivery models, rate limits, sandbox-to-production checklists, and real integration patterns used by sportsbook operators, affiliates, and media platforms.