Welcome to AllDevBlogs

9/11/2026 • EN

AI Reward Design: Stop Optimizing the Wrong Outcome

AI reward design: define business outcomes, not easy metrics. Separate permissions, verification, escalation, and efficiency to avoid gaming.

llm ai Evaluation

Paul Bryant

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9/11/2026 • EN

Meet Jos Roseboom

Interview with Jos Roseboom on Spring, JPA, Hibernate performance tuning and real-world production pitfalls.

performance Java Spring

Vlad Mihalcea

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9/11/2026 • EN

Datasette 1.0a39 and 0.65.4 security releases

Datasette releases security patches 1.0a39 and 0.65.4, fixing subtle bugs found via AI-assisted audits for public instances.

Python security sqlite

Simon Willison

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9/10/2026 • EN

Any Nix package, live in your browser

trynix.dev runs any Nix package from the past 13 years in a browser via qemu-wasm, enabling URL-addressable interactive shells and PR previews.

Github Actions Webassembly Nix

Simon Willison

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9/10/2026 • EN

A Citation Is Not Proof: Building an Evidence and Disclosure Control Layer

Enterprise RAG citation controls: separate citation existence from evidence quality, applicability, and disclosure permission.

Enterprise Rag Citations

Paul Bryant

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9/10/2026 • EN

Retrieval Permissions Must Follow the User, Not the Service Account

How to enforce RAG retrieval permissions based on the user, not service accounts, to prevent unauthorized access.

authorization permissions Access Control

Paul Bryant

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9/10/2026 • EN

Your RAG Pipeline Is a Data Boundary, Not Just a Search Feature

Enterprise RAG security as a data boundary: source admission, processing controls, derived data governance, and lifecycle management for AI pipelines.

security Access Control Rag

Paul Bryant

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9/10/2026 • EN

Management-Plane Failure: What Still Works When vCenter, Azure, Identity, or the WAN Is Unavailable

How to assess management-plane failures in hybrid infrastructure: what keeps running, what stops, and how to recover without vCenter, Azure, identity, or WAN.

Azure Identity Disaster Recovery

Paul Bryant

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9/10/2026 • EN

Recovering Identity Before Workloads: Active Directory, Entra, Certificates, and Privileged Access

Identity disaster recovery: restoring Active Directory, Entra, certificates, and privileged access before workloads return.

Disaster Recovery Active Directory Certificate Management

Paul Bryant

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9/10/2026 • EN

Operating Kubernetes as a Platform Product: SLOs, Upgrade Gates, Capacity, and Recovery

Treating Kubernetes as a platform product: SLOs, upgrade gates, capacity planning, and recovery for dependable services.

Sre Kubernetes Disaster Recovery

Paul Bryant

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9/10/2026 • EN

Hybrid Platform Dependency Mapping: Build the Service Map Before the Incident

Learn how hybrid platform dependency mapping builds an incident-ready service map to explain what business services need to run, restart, and recover.

Azure Hybrid Cloud Incident Response

Paul Bryant

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9/10/2026 • EN

Native is now the future of mobile at Shopify

Shopify moves from React Native back to native Swift and Kotlin apps, citing AI agents as the reason the two-platform cost is no longer decisive.

React Native shopify mobile development

Simon Willison

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