Tag: Backend development
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Agentic development on Android: What engineering leaders should decide next
Posted on November 4, 2026, Level beginner Resource Length medium
Google's Android Dev Summit announcements signal a shift toward agent-assisted mobile development. For engineering leaders, the real question is not whether to adopt agentic tooling but how to govern it while teams retain ownership of code, testing, and risk. By Nacho Carrión.
Tags ai-and-machine-learning architecture-and-apis backend-development software-engineering
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The PHP vulnerability scramble exposed the web's hidden maintenance crisis
Posted on October 28, 2026, Level beginner Resource Length short
An OpenAI model uncovered two critical PHP flaws, triggering a global update race that revealed how fragile and under resourced the internet's foundational software has become. By Omar Gallaga.
Tags security-and-privacy backend-development devops-and-ci-cd
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The unified dependency graph: Stop agentic AI from outrunning its own architecture
Posted on October 20, 2026, Level intermediate Resource Length long
Data platforms treat infrastructure and derived decisions as separate worlds. A unified dependency graph joins them so agentic systems can trace outputs back to raw inputs without losing the thread across transformations. By Animesh Kumar.
Tags ai-and-machine-learning architecture-and-apis backend-development cloud-and-infrastructure devops-and-ci-cd
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Digital sovereignty is written in PHP
Posted on October 16, 2026, Level beginner Resource Length medium
Across Europe, public administrations have standardized on PHP applications for digital infrastructure. From Germany's €108 million Government Site Builder to Drupal-powered EU platforms, PHP underpins government services. This article examines the architectural trade-offs, maintenance dependencies, and procurement shifts that make PHP the de facto standard for digital sovereignty. By Sebastian Bergmann.
Tags software-engineering backend-development cloud-and-infrastructure
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Meta Muse boosts AMD as AI agents shift more work to CPUs
Posted on October 10, 2026, Level beginner Resource Length medium
Personal AI agents like Meta Muse and OpenAI Dots are shifting AI workloads from pure inference to persistent, multi-step operations, repositioning CPUs alongside GPUs as critical infrastructure components. By ODSC Team.
Tags software-engineering backend-development cloud-and-infrastructure
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DockerWakeUp: Running containers on demand instead of 24/7
Posted on September 14, 2026, Level advanced Resource Length short
A practitioner tests DockerWakeUp, a proxy that scales containers to zero when idle. It saves resources and tightens the attack surface, but cold-start latency is a real cost that changes when the tool fits. By Brandon Lee.
Tags devops-and-ci-cd cloud-and-infrastructure backend-development
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OpenAI is developing a 'persistent' AI agent
Posted on August 30, 2026, Level beginner Resource Length medium
OpenAI is testing a 'Persistent mode' for Codex that allows the agent to continue working across sessions, proactively generate follow-up tasks, and remain active until explicitly put to sleep, raising new questions about alignment, sandbox integrity, and user control. By Maxwell Zeff.
Tags software-engineering ai-and-machine-learning backend-development
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The state of open source supply chain attacks
Posted on August 26, 2026, Level beginner Resource Length short
Engineering organizations face a critical decision in light of the increasing frequency and sophistication of open source supply chain attacks, as detailed in StepSecurity's report. This editorial explores the strategic implications for delivery, staffing, and risk management. By Varun Sharma.
Tags security-and-privacy software-engineering backend-development cloud-and-infrastructure
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How enabling two settings tripled our scores on the ARC-AGI-3 benchmark
Posted on August 23, 2026, Level beginner Resource Length short
Exploring how two API settings—retained reasoning and compaction—significantly improved GPT-5.6's performance on the ARC-AGI-3 benchmark, highlighting the impact of harness design on AI evaluation. By Ilan Bigio, Ted Sanders.
Tags ai-and-machine-learning architecture-and-apis backend-development
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The Archaeologist's Copilot: Modernizing legacy code with AI and incremental refactoring
Posted on August 3, 2026, Level intermediate Resource Length long
The Archaeologist's Copilot explores the challenges and strategies involved in modernizing a Java 1.5 codebase using AI tools, Docker, and test-guided refactoring. It highlights the pitfalls of relying solely on AI for quick fixes and emphasizes the importance of structured, incremental improvements. By Nik Malykhin.
Tags backend-development devops-and-ci-cd ai-and-machine-learning software-engineering architecture-and-apis
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Scaling Java-based real-time systems: Hidden tradeoffs of event-driven design
Posted on July 31, 2026, Level intermediate Resource Length medium
Author explores the challenges of scaling Java-based real-time systems using event-driven architecture. It highlights how eventual consistency in call signaling can lead to incorrect routing, how Kafka boot-storms disrupt autoscaling, and how Redis-backed patterns can mitigate these issues. The piece offers practical insights for developers and DevOps engineers working with Java and Kafka in high-latency environments. By Sagar Deepak Joshi.
Tags architecture-and-apis backend-development data-and-analytics
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ggsql: A grammar of graphics for SQL
Posted on July 3, 2026, Level beginner Resource Length medium
ggsql introduces a SQL-based grammar of graphics, enabling developers and data scientists to create rich visualizations directly within SQL queries. This tool integrates seamlessly with environments like Jupyter notebooks and VS Code, streamlining the data visualization workflow. By Thomas Lin Pedersen, Teun Van den Brand, George Stagg, Hadley Wickham.
Tags data-and-analytics backend-development ai-and-machine-learning