GoKawiil
Tech News
An IEEE Computer Society post argues that leaders should borrow the observability practices engineers use for software systems—continuous monitoring via traces, metrics, and logs—to track team and organizational health. Rather than waiting for a crisis or 'incident' to assess problems, the piece suggests leaders instrument their teams early and treat issues as learning opportunities.
Wyze has released the Ultra BodyScan Plus, an update to its smart scale that relocates the 4.3-inch color screen from the base to a retractable handle so readings sit closer to eye level. The $149 scale now tracks over 50 body composition metrics using bioelectrical impedance analysis, up from 13 on last year's $119.98 Ultra BodyScan, and syncs data via Bluetooth or Wi-Fi to Apple Health, Google Health, and Health Connect without a subscription.
Mainbrella's backend uses Cloudflare Durable Objects to coordinate machine slot allocation, preventing double booking when multiple requests arrive simultaneously. Each user has an account coordinator that serializes resource reservations before machine boot requests proceed, ensuring consistent capacity management. This approach helps avoid resource conflicts and maintains reliable request handling despite network or system delays.
An operator of a social livestreaming platform argues that metrics like watch time and views, which built the largest social media products, measure consumption rather than genuine social connection. The piece contrasts a user who passively watches 100 videos in an hour with one who spends that hour interacting with a single person, arguing the latter is more truly social despite weaker numbers.
Instagram announced Wednesday that its standalone Edits app will include an AI 'creative assistant' that analyzes a creator's account data, including likes, views, retention and shares, to answer questions about content performance. The tool can suggest video hooks, captions, trending audio and scripts, and identify patterns behind why some posts succeed and others don't.
A contributor column for Entrepreneur argues that when company growth slows, founders should resist immediately trying new tactics like SEO, ads or pricing changes. Instead it advises diagnosing the root cause first, since growth analytics reveal where a funnel breaks down but not why. The piece recommends customer interviews to uncover the gap between expected and actual customer behavior before choosing a fix.
A fintech founder recounts how, in 2022, her savings and investment app showed strong growth metrics even as investor interest cooled and fundraising slowed. She argues that traditional growth dashboards can mask underlying fragility, and outlines five key indicators—including payback period and customer retention—that better reveal whether a business can withstand financial pressure.
Customer experience consultant Adrian Swinscoe and other business advisers are drawing on punk subculture's anti-establishment, do-it-yourself values as a corrective to corporate practices they see as overly metric-driven and impersonal. Swinscoe reportedly grew frustrated that his field had drifted toward benchmarks and abstract data at the expense of genuine customer connection, prompting him to look to punk's ethos for inspiration.
A Nature editorial argues that the US National Institutes of Health should not adopt simplistic bibliometric measures, such as citation counts or journal impact factors, to judge the value of research it funds. It warns that basing funding or hiring decisions on these numbers risks distorting scientific priorities and rewarding easily counted output over genuinely important work.
Smart ring maker Oura has filed publicly with the SEC to go public, revealing revenue jumped from $697 million to $1.2 billion in the nine months ending June 30 compared to a year earlier. The company reports selling 3.6 million rings over the past year and now has roughly 5 million paid subscribers, with an 85% annual membership retention rate.