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After sixty-seven published posts here, the comments have become one of the best parts of the work. Some of you have run my code, found things I missed, challenged a claim, or brought me a project of your own. I also want to distinguish bots from real people. I know some of you by the exact problem we were discussing. I still do not know what many of you are building, learning, enjoying, or trying to become outside that thread. So this post is different. I am going to introduce myself firs...

This is one from a bot I run myself, not a client audit — but the same shape shows up often enough in code I review that it's worth writing up on its own. "Backtest looked fine, live looks worse" usually gets diagnosed as slippage or a broken exit. This one wasn't either. The stop-loss and take-profit fired exactly where they were supposed to. The problem was one line above that: what "reward" and "risk" actually meant once real costs were counted. What the setup was supposed to be ...

Web browsers enforce the Same-Origin Policy by default to protect users from malicious scripts trying to read data across distinct origins. However, modern application architectures almost always require cross-origin communication. Single-page applications, mobile clients, and embedded web components regularly fetch data and stream AI model inferences across separate domains, subdomains, and ports. To allow these interactions safely, applications must implement Cross-Origin Resource Sharing (...

A capacity blip at GitHub resulted in an outage that lasted 7 hours and 47 minutes. The infrastructure recovered faster than the clients let it. 😬 What actually happened GitHub experienced issues on August 17, 2026, from 13:28 to 21:15 UTC. Users were facing problems with Git operations, Actions, Issues, PRs, and Copilot. The error rate for Web and API traffic was around 20%, while for archive and raw-content downloads it was approximately 50%. The root cause of the issue was alm...

Introduction This week has been another challenging but rewarding part of my #100DaysOfCode journey. I moved from learning Microservices Architecture and related architectural styles into the more practical side of building Microservices with Spring Boot . I explored Spring WebFlux, Reactive Streams, RabbitMQ, OAuth2, CORS, Swagger, and Spring Boot Actuator , while also learning about security, messaging, monitoring, and asynchronous communication. I also started building and ...

As a software developer , I have always been interested in the point where technology stops being just code and starts solving a business problem . That is one of the reasons Salesforce interests me now. Salesforce is not simply a CRM platform . It is an ecosystem where customer data, business processes, automation, applications, analytics and increasingly artificial intelligence can come together . For someone with a technical background and experience across ...

Originally published at aideazz.xyz — cross-posted here with canonical link. A newly added data source ran on schedule for a full day, logged a healthy count every hour, and delivered nothing at all downstream. The system reported success, but the output queue was empty. This was not a silent failure; it was a loud success that produced nothing. The root cause was a dedup ledger stamping items as handled before a processing cap was applied. My AI agent queue incident meant 175 items were ...

A new read-only React sample is ready for the PnP SharePoint Framework webparts repository: Pull request: https://github.com/pnp/sp-dev-fx-webparts/pull/6487 Sample: samples/react-resource-capacity-planner/ The web part reads bounded SharePoint REST resource and reservation lists with GET only. It calculates daily and weekly utilization, capacity, deterministic overlap conflicts, available working-hour slots, resource units, and source-level partial/error states. It validate...

Tencent’s WeChat Vision team has published WeMM-Embedding , a family comprising 2B, 4B and 9B embedding models. Each variant supports text, images, videos, visual documents and interleaved multimodal inputs; audio is not supported. For developers, the immediate consequence is a single repository containing model options, inference examples, serving instructions and evaluation code for retrieval across the supported inputs. Inputs, vectors and serving paths The models obtain embe...

Connecting patients with healthcare specialists in areas with unstable infrastructure requires web applications to be fast, reliable, and secure. At Softronic , we recently partnered ad honorem with Médicos por Venezuela , a non-profit initiative designed to help people quickly find medical professionals and health centers across the world, we start helping people in Venezuela because of the eartquake, but this project was growing. Here is a breakdown of how we built the platform, the ...

Smart Contract Vulnerability Surface Analysis: Bitstamp Target Protocol : Bitstamp (TVL: $1471.8M) Smart Contract Vulnerability Surface Analysis: Bitstamp Protocol: Bitstamp (Ethereum/L2) Total Value Locked (TVL): $1,471.8M Date: October 26, 2023 Auditor: Senior DeFi Security Research Team Classification: Confidential / Commercial Use 1. Executive Summary Bitstamp, a legacy centralized exchange (CEX) expanding into decentralized finance (DeFi...

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