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dreamfactory

Running OpenClaw Responsibly in Production | DreamFactory

Feb 24, 2026 By Terence Bennett In DreamFactory
OpenClaw adoption is accelerating fast, and so are the security incidents. Within two weeks of broad adoption, over 42,000 gateway instances were found exposed to the public internet with no authentication. Nearly all of them had authentication bypasses. Eight were completely open with full shell access. Meanwhile, 341 malicious skills were confirmed on ClawHub, and infostealers like RedLine and Lumma are already targeting OpenClaw installations to harvest API keys.
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perforce

Why Python is Dominating High-Performance Computing

Feb 24, 2026 By Perforce In Perforce
High-Performance Computing (HPC) has traditionally been an exclusive club. If you wanted to run massive simulations or crunch petabytes of data, you had to leverage the predominant languages used on supercomputing hardware—usually C, C++, or Fortran. Although fast and efficient, these languages demand strict memory management and complex syntax that require strong software development skills. Without them, development time can slow down significantly. But the landscape is shifting.
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perforce

Unifying Data Masking and Synthetic Data for Test Data Management

Feb 24, 2026 By Perforce In Perforce
Provisioning data for software testing requires balancing realism against security. Teams need production-like data to validate applications effectively. But they also have to adhere to strict privacy regulations. Two of the leading methods for creating and securing test data are data masking and synthetic data generation. Data masking de-identifies sensitive production data, preserving its scale, realism and referential integrity.
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nodesource

Inside the Node.js Event Loop: What Actually Blocks Your Production System

Feb 24, 2026 By Estefany Aguilar In NodeSource
Your service doesn’t crash. It just gets slower. Latency creeps up. Requests that used to take 20ms now take 120ms. p99 drifts. Throughput drops slightly. Nothing is obviously broken — but the system feels congested. You open your dashboards. And yet, something is clearly off. In many production systems, this is what Event Loop pressure looks like. Not a failure. Not an outage. But a runtime that is struggling to make forward progress. The JavaScript thread is not dead. It’s busy.
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bugfender

Kotlin Annotations Explained: Guide for Android Developers

Feb 24, 2026 By Anupam Singh In Bugfender
Kotlin annotations allow compilers or libraries to understand our code. These metadata tags don’t directly change code logic, but they help modify how it is interpreted, optimized, or validated. This simplifies Android development by automating repetitive tasks and ensuring consistent code behavior. It also improves code readability, reduces boilerplate code, and introduces automated checks and generation.
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EP 19: Demystifying Agents

Feb 24, 2026 By WSO2 In WSO2
In this episode, *Dr. Sanjiva Weerawarana* and *Asanka Abeysinghe* demystify what “agents” really are and why architects should care. They walk through core concepts and terminology—agents, agent loops, prompts, context, memory, RAG, tools, MCP, and skills—and discuss how agents observe, act, and evaluate. The conversation compares agents to traditional systems, explores where agents fit in modern architectures (including solo agents, agent-to-agent patterns, and multi-agent setups), and looks at orchestration challenges.
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perforce

How Ephemeral Data Can Save You Time, Money, & Cloud Storage

Feb 23, 2026 By Steve Karam In Perforce
I've lost count of how many times I've heard some version of this story: A development team needs to spin up a new environment for testing, but the request often sits in a queue for days — sometimes weeks — while infrastructure teams wrestle with storage constraints and provisioning bottlenecks. By the time the environment is ready, priorities have shifted, sprint deadlines have been missed, and the team that requested it is already firefighting the next production issue. The kicker?
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dreamfactory

How to Build a Unified API Layer Across MySQL, Postgres & MongoDB with DreamFactory

Feb 23, 2026 By Cody Lord In DreamFactory
This guide shows how to create a single API layer that joins data across MySQL, Postgres, and MongoDB using a federated query engine with an API gateway pattern. You will implement a hands-on build, see code samples, and review performance, security, and governance steps. DreamFactory is a secure, self-hosted enterprise data access platform that provides governed API access to any data source, connecting enterprise applications and on-prem LLMs with role-based access and identity passthrough.
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Empowering Development Teams to Do Their Best Work

Empowering Development Teams to Do Their Best Work

Feb 22, 2026 By Isabelle Mauny, Chief Developer Advocate In WSO2
There is a seismic shift in software development with the advent of AI combined with the "shift left" movement. This leaves developers with competing priorities. Where AI is concerned, they are under pressure to get software to market faster. But as security requirements shift left, they are taking on more tasks and responsibilities than simply coding.
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dreamfactory

Give Claude Access to Your Database and Start a Conversation with Your Data

Feb 20, 2026 By Kevin McGahey In DreamFactory
Your database contains thousands of answers. The problem isn't the data—it's that exploring it requires either technical skills or waiting for someone who has them. But what if you could sit down with Claude and just... talk through it? Ask a question. Follow a thread. Go deeper when something looks interesting. This isn't about running queries—it's about having analytical conversations with your own business data, guided by an AI that excels at exactly that kind of thinking.
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