John Karpentar

John Karpentar

Covers artificial intelligence for Edgewisely — model releases, pricing moves and the vendor landscape. Writes the comparative roundups, which rank products on published evidence, not vendor claims.
Top 7 Observability and APM Tools in 2026

Top 7 Observability and APM Tools in 2026

Datadog, Grafana, Dynatrace, Splunk, New Relic, Chronosphere and Honeycomb compared on coverage, OpenTelemetry support and what each one actually costs.
John Karpentar Roundups 11 min read
Top 7 API Security Platforms in 2026

Top 7 API Security Platforms in 2026

For platform and AppSec teams choosing a vendor in 2026: the seven API security platforms that matter, what each actually does underneath the AI repositioning, and where each one falls down.
John Karpentar Roundups 12 min read
Top 7 Legal AI Platforms for Law Firms in 2026

Top 7 Legal AI Platforms for Law Firms in 2026

For general counsel, law firm innovation leads and legal ops teams deciding where to spend a 2026 budget: the seven legal AI platforms that matter, what each actually does, and where each one falls down.
John Karpentar Roundups 12 min read
Top 7 Earth Observation Companies in 2026

Top 7 Earth Observation Companies in 2026

Commercial satellite imagery finally has real revenue behind it, and it is coming from governments buying sovereign eyes in the sky. Planet, Vantor, ICEYE, Airbus, BlackSky, Umbra and Satellogic compared.
John Karpentar Roundups 10 min read
Top 7 CNAPP Platforms for Cloud Security in 2026

Top 7 CNAPP Platforms for Cloud Security in 2026

The category consolidated hard this year, and the biggest name in it now belongs to a hyperscaler. Wiz, Cortex Cloud, CrowdStrike, Defender for Cloud, Sysdig, Orca and Upwind compared on coverage, deployment and price.
John Karpentar Roundups 11 min read
Las Vegas Becomes the Robotaxi Stress Test

Las Vegas Becomes the Robotaxi Stress Test

How Nevada regulators authorized up to 7,000 robotaxis in a single county - and turned Clark County into the first market where supply stops being the excuse.
John Karpentar Deep Tech 5 min read
Profound's $1.8B Bet on Answer Engines

Profound's $1.8B Bet on Answer Engines

How a two-year-old company reached a $1.8 billion valuation selling brands visibility inside AI answers - a channel with no clicks, no rankings, and no way to verify the work.
John Karpentar Marketing 6 min read
Cornelis Puts Compute Inside the AI Network

Cornelis Puts Compute Inside the AI Network

How a $205 million round and a Qualcomm alliance are being spent on an argument that the 15% of an AI system nobody optimizes determines the value of the other 85%.
John Karpentar Chips 5 min read
Salesforce Koa Stops Renting Reasoning

Salesforce Koa Stops Renting Reasoning

How Salesforce and Nvidia post-trained an enterprise reasoning model on open weights - and why every SaaS company sitting on a data moat is about to run the same play.
John Karpentar Enterprise 6 min read

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