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Latest Articles
What may degrade, and what must fail fast
15+ min ago (1679+ words) Six services sit between a buyer clicking "buy" and a vendor eventually getting paid: auth, gateway, catalog, inventory, order, and now settlement. Any one of them can be slow, restarting, or fully down at any moment — that's the normal condition…...
$30 to $8,880MRR in Six Months: How a PM Who Can't Code Runs an API Gateway Doing 300K Calls a Month
13+ min ago (1588+ words) I'm a product manager. I can't write code — not "I'm rusty," not "I know some Python." I cannot write the code that runs my business. Six months ago my product made $30.32. This month it made $8,880. I have never paid for…...
Three CVSS 10.0 Vulnerabilities in ServiceNow AI Platform Signal Escalating Infrastructure Risk
11+ hour, 26+ min ago (374+ words) Three independent CVSS 10.0 vulnerabilities disclosed in ServiceNow's AI Platform on Wednesday represent the second critical security advisory for the product in five weeks – and the first to expose how AI agent workflows amplify the blast radius of infrastructure flaws in…...
Hotel price tracking with Google Hotels data: an API in 10 minutes (Python + n8n)
26+ min ago (396+ words) Google Hotels already compares every booking site for a hotel and a stay — Booking.com, Expedia, Agoda, Hotels.com and the hotel's own site. It has a "track prices" button too, but it emails you on its own terms, picks…...
Scaling AI from Scripts to Production: My Journey in Gen AI Academy Cohort 3
20+ min ago (375+ words) Introduction As a Computer Science student at Vardhaman College of Engineering, I spend a lot of time working on backend systems. Having previously built a Retrieval-Augmented Generation (RAG) pipeline from scratch using Docker, Kubernetes, Jenkins, and Kafka during my software…...
Finding Exposed Services (and Fixing Them) with ScanSearch
23+ min ago (465+ words) Ever wondered what parts of your infrastructure are accidentally visible to the entire internet? It's a common blind spot. We spend a lot of time securing applications and servers, but sometimes a misconfigured port or an old, forgotten service can…...
I ran someone else's vibe-coded app through four AIs at once. Here's what they found in an hour
54+ min ago (309+ words) The reason is simple. When a model writes code, it produces the most probable next chunk, not the most correct one. And it cannot see its own mistakes — because it looks at the code with the same eyes that wrote…...
Mapping API Path, Query, Header, and Body Parameters to MCP Tool Schemas
27+ min ago (1110+ words) An API operation can receive input from several places. Path parameters identify the record. Query parameters filter or paginate the result. Headers carry metadata or authentication. The request body contains structured data for create and update operations. An MCP tool…...
Making git rebase less painful (probably overthinking)
20+ min ago (102+ words) [question] Hi, I'm working on a GitHub TUI client project—just a casual, not-too-serious project. If you don't mind, please take a look and share any feedback or good ideas. GitHub - ren-git-tui Hi, I'm working on a GitHub TUI client…...
TestMu Conference 2026: TestMu AI's Flagship Event Marks a New Milestone in the World of Agentic Engineering and Quality
25+ min ago (99+ words) Over 75,000 Registrations, 145 Speakers, and Unprecedented Insights into the Future of Agentic Software Development and Autonomous Quality The conference was supported by a rich ecosystem of partners, including Accenture, Capgemini, LTIMindtree, Microsoft, Persistent, Wipro, and many others. Building on this monumental…...