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50x Faster Code and Fewer Bugs? Ditch the Classes
Every class is a petri dish for state corruption. You cannot make a stateful class truly thread-safe. Classes bad; Trust me.
Six Costly Pitfalls in Log Collection: From Local Management Missteps to Looming...
Using the copy truncate mode for log rotation may cause log loss or duplicate collection due to non-atomic operations and new file...
Altseason: Has It Already Arrived or Is It Gone?
Over the last 3 months, crypto traders keep saying “alt season is coming” or “alt season is over.” Which is true? Let's check it o...
How to Outsmart AI Cheating Without Killing Creativity
A list of practical strategies for designing courses and assessments that make it harder for students to misuse AI while still enc...
Breaking Into Quant Trading: A Practical, No-Fluff Guide
A practical 2025 playbook from a buy-side quant on how to break into quant trading: pick your lane, prep coding/prob/ML, craft an...
GPT-Native Referencing: GNR Is The New Frontier of Visibility in the Age of AI
We are entering an era where AI agents — not humans — decide what content surfaces, in what context, and for whom.
How AI Forecasting Helps SMBs Plan Inventory (and Save Costs)
AI forecasting helps SMBs plan inventory with less guesswork. Use sales history, lead times, promos, and simple signals like weath...
Forget Perimeters: Here’s How Context Is Redefining Cloud Security
As applications, data, and users have scattered across public clouds, SaaS platforms, home offices, and coffee shops with question...
How to Deploy Vertex AI Workbench with Terraform — Without UI Pain
Vertex AI Workbench is a managed Jupyter environment in Google Cloud. It ships with native integration with BigQuery and Cloud Sto...
Graphs, Digital Twins, and the Supply Chain Apocalypse Nobody Is Talking About
Firms that have invested millions creating supply chain models, only to discover that their twins are perfect in theory but breaka...
The Day Your AI Therapist Testifies Against You
Most AI therapy tools lean on Terms of Service, which is a long note no one reads, instead of solid legal protections. The absence...
From Metrics to Meaning: Why Customer Satisfaction Is the Ultimate Measure of Qu...
Traditional QA metrics show product health, but they don’t guarantee customer happiness. By integrating satisfaction metrics like...
