# Access Control

Access control is a set of security policies and processes that determine who may access information, applications, resources, or physical locations, typically through authentication and authorization.

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## Auth0 launches v0 integration for production application authentication

DevFeed: [Auth0 launches v0 integration for production application authentication](<https://devfeed.tech/articles/vibe-production-ready-apps-with-auth0-and-v0-31432.md>)

Original publisher: [Read original article](<https://auth0.com/blog/vibe-production-ready-apps-auth0-v0/>)

Author: Juan Cruz Martinez

Published: 2026-09-16T00:00:00Z

Content type: release

Language: en

Sources: [Auth0 Blog](<https://devfeed.tech/sources/auth0-blog.md>)

Topics: [Auth0](<https://devfeed.tech/topics/auth0.md>), [Authentication](<https://devfeed.tech/topics/authentication.md>), [app builder](<https://devfeed.tech/topics/app-builder.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Vercel](<https://devfeed.tech/topics/vercel.md>), [MFA](<https://devfeed.tech/topics/mfa.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [ai](<https://devfeed.tech/tags/ai.md>), [app-builder](<https://devfeed.tech/tags/app-builder.md>), [auth0](<https://devfeed.tech/tags/auth0.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [mfa](<https://devfeed.tech/tags/mfa.md>), [sdk](<https://devfeed.tech/tags/sdk.md>), [vercel](<https://devfeed.tech/tags/vercel.md>)

### AI overview

Auth0 is launching an integration with v0 that lets users configure authentication directly from prompts, including login, protected routes, B2B use cases, enterprise identity providers, and MFA. The integration can create Auth0 applications, configure connections, and wire the SDK into generated code.

### Source excerpt

Stop relying on generic login forms. Use the new Auth0 v0 integration on the Vercel identity platform to build secure, production-ready AI app authentication.

## Shared Selective Persistent Memory for Agentic LLM Systems

DevFeed: [Shared Selective Persistent Memory for Agentic LLM Systems](<https://devfeed.tech/articles/shared-selective-persistent-memory-for-agentic-llm-systems-30891.md>)

Original publisher: [Read original article](<https://machinelearning.apple.com/research/shared-selective-persistent-memory>)

Published: 2026-09-16T00:00:00Z

Content type: article

Language: en

Sources: [Apple Machine Learning Research](<https://devfeed.tech/sources/apple-machine-learning-research.md>)

Topics: [Large Language Model](<https://devfeed.tech/topics/llm.md>), [agent observability](<https://devfeed.tech/topics/agent-observability.md>), [Framework](<https://devfeed.tech/topics/framework.md>), [Code](<https://devfeed.tech/topics/code.md>), [configuration](<https://devfeed.tech/topics/configuration.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Git](<https://devfeed.tech/topics/git.md>), [Model Context Protocol (MCP)](<https://devfeed.tech/topics/model-context-protocol-mcp.md>), [CSV](<https://devfeed.tech/topics/csv.md>), [SQL](<https://devfeed.tech/topics/sql.md>), [Grafana](<https://devfeed.tech/topics/grafana.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [agentic](<https://devfeed.tech/tags/agentic.md>), [agents](<https://devfeed.tech/tags/agents.md>), [code](<https://devfeed.tech/tags/code.md>), [configuration](<https://devfeed.tech/tags/configuration.md>), [csv](<https://devfeed.tech/tags/csv.md>), [dashboards](<https://devfeed.tech/tags/dashboards.md>), [git](<https://devfeed.tech/tags/git.md>), [llm](<https://devfeed.tech/tags/llm.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [memory](<https://devfeed.tech/tags/memory.md>), [platform](<https://devfeed.tech/tags/platform.md>), [replication](<https://devfeed.tech/tags/replication.md>), [sql](<https://devfeed.tech/tags/sql.md>)

### AI overview

This research introduces shared selective persistent memory for agentic LLM systems. The architecture retains reusable task specifications, data schemas, tool configurations, and output constraints while discarding session-specific reasoning traces. Shared workspaces support role-based collaborative reuse, and experiments report higher task completion than no memory or full-history persistence, along with zero-token data refresh and lower token costs.

### Source excerpt

Agentic LLM systems that generate code through multi-turn tool use face a fundamental context problem: each session starts from zero, discarding the configuration choices, domain constraints, data schemas, and tool-use patterns that made previous sessions productive. Naively persisting entire conversation histories is both token-inefficient and counterproductive--irrelevant context degrades generation quality. We introduce shared selective persistent memory, a memory architecture for agentic systems that identifies and retains four categories of reusable context--task specifications, data...

## Glyph: A Multi-Strategy Agentic System for Column Description and Sensitivity-Ontology Tagging of Enterprise Data Catalogs

DevFeed: [Glyph: A Multi-Strategy Agentic System for Column Description and Sensitivity-Ontology Tagging of Enterprise Data Catalogs](<https://devfeed.tech/articles/glyph-a-multi-strategy-agentic-system-for-column-description-and-sensitivity-ontology-tagging-of-enterprise-data-catalogs-31490.md>)

Original publisher: [Read original article](<https://machinelearning.apple.com/research/glyph-column-description-tagging>)

Published: 2026-09-16T00:00:00Z

Content type: article

Language: en

Sources: [Apple Machine Learning Research](<https://devfeed.tech/sources/apple-machine-learning-research.md>)

Topics: [data](<https://devfeed.tech/topics/data.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Code](<https://devfeed.tech/topics/code.md>), [Retrieval-Augmented Generation](<https://devfeed.tech/topics/retrieval-augmented-generation.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Graphs](<https://devfeed.tech/topics/graphs.md>), [GitHub](<https://devfeed.tech/topics/github.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [classification](<https://devfeed.tech/tags/classification.md>), [code](<https://devfeed.tech/tags/code.md>), [data](<https://devfeed.tech/tags/data.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [governance](<https://devfeed.tech/tags/governance.md>), [production](<https://devfeed.tech/tags/production.md>), [provenance](<https://devfeed.tech/tags/provenance.md>), [retrieval](<https://devfeed.tech/tags/retrieval.md>), [vector-database](<https://devfeed.tech/tags/vector-database.md>)

### AI overview

Glyph is a production system for generating column descriptions and assigning sensitivity-ontology labels in enterprise data catalogs. It uses cooperating LLM agents, source-code-grounded retrieval, parallel tagging strategies, vector-based metadata matching, and ranked-output fusion to support auditable cataloging.

### Source excerpt

Enterprise data lakes accumulate tables faster than human stewards can document or classify them, leaving columns with missing descriptions and unassigned governance labels. This documentation debt undermines data discovery, access control, and regulatory compliance. We present Glyph, a production system that frames two coupled problems, column description generation and column type annotation for data classification, as cooperating LLM agents orchestrated as stateful graphs. The Descriptor grounds generation in the pipeline source code that produces each column, retrieved on demand from an...

## How to test an AI agent policy before enforcing it

DevFeed: [How to test an AI agent policy before enforcing it](<https://devfeed.tech/articles/how-to-test-an-ai-agent-policy-before-enforcing-it-27011.md>)

Original publisher: [Read original article](<https://workos.com/blog/test-ai-agent-authorization-policies>)

Author: WorkOS

Published: 2026-09-15T22:03:24Z

Content type: tutorial

Language: en

Sources: [WorkOS Blog](<https://devfeed.tech/sources/workos-blog.md>)

Topics: [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Testing](<https://devfeed.tech/topics/testing.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Linear](<https://devfeed.tech/topics/linear.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [authorization](<https://devfeed.tech/tags/authorization.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [testing](<https://devfeed.tech/tags/testing.md>)

### AI overview

This guide explains how to test authorization policies for AI agents before enforcing them. It presents reusable tests for role-based access control, task intent, organizational rules, and approval requirements, with checks against the connected service.

### Source excerpt

Design and test AI agent policies that block unsafe actions and keep useful work moving. Learn to test intent, RBAC, and approvals, or try WorkOS Airlock.

## How to Build an Endpoint Data Loss Prevention Strategy for Your Development Team

DevFeed: [How to Build an Endpoint Data Loss Prevention Strategy for Your Development Team](<https://devfeed.tech/articles/how-to-build-an-endpoint-data-loss-prevention-strategy-for-your-development-team-26899.md>)

Original publisher: [Read original article](<https://www.freecodecamp.org/news/build-an-endpoint-data-loss-prevention-strategy-for-your-dev-team/>)

Author: Alex Tray

Published: 2026-09-15T21:03:09Z

Content type: tutorial

Language: en

Sources: [freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More](<https://devfeed.tech/sources/freecodecamp-programming-tutorials-python-javascript-git-more.md>)

Topics: [data loss prevention](<https://devfeed.tech/topics/data-loss-prevention.md>), [Development](<https://devfeed.tech/topics/development.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [cybersecurityawareness](<https://devfeed.tech/tags/cybersecurityawareness.md>), [data-loss-prevention](<https://devfeed.tech/tags/data-loss-prevention.md>), [data-protection](<https://devfeed.tech/tags/data-protection.md>), [database](<https://devfeed.tech/tags/database.md>), [development](<https://devfeed.tech/tags/development.md>), [encryption](<https://devfeed.tech/tags/encryption.md>), [endpoint-security](<https://devfeed.tech/tags/endpoint-security.md>), [hardcoded-credentials](<https://devfeed.tech/tags/hardcoded-credentials.md>), [it-security](<https://devfeed.tech/tags/it-security.md>), [net-conf](<https://devfeed.tech/tags/net-conf.md>), [remote-access](<https://devfeed.tech/tags/remote-access.md>), [secrets](<https://devfeed.tech/tags/secrets.md>), [sensitive-data](<https://devfeed.tech/tags/sensitive-data.md>), [web-development](<https://devfeed.tech/tags/web-development.md>)

### AI overview

A tutorial for development teams on building endpoint data loss prevention strategies. It covers auditing laptops for secrets and sensitive data, removing unnecessary copies, rotating exposed credentials, and establishing access controls.

### Source excerpt

A developer's laptop holds more sensitive data than most people realize: API keys, database credentials, staging environment secrets, and sometimes entire copies of production data pulled down "just f

## What your agent sandbox can reach by default

DevFeed: [What your agent sandbox can reach by default](<https://devfeed.tech/articles/what-your-agent-sandbox-can-reach-by-default-26791.md>)

Original publisher: [Read original article](<https://workos.com/blog/agent-sandbox-egress-defaults>)

Author: WorkOS

Published: 2026-09-15T00:00:00Z

Content type: article

Language: en

Sources: [WorkOS Blog](<https://devfeed.tech/sources/workos-blog.md>)

Topics: [Network](<https://devfeed.tech/topics/network.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [codex](<https://devfeed.tech/topics/codex.md>), [Claude](<https://devfeed.tech/topics/claude.md>), [ChatGPT](<https://devfeed.tech/topics/chatgpt.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [llms](<https://devfeed.tech/tags/llms.md>), [network](<https://devfeed.tech/tags/network.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

This reference compares outbound network access defaults in Codex, ChatGPT Work, Claude Code, and other hosted agent environments. It examines what the documentation says before configuration and argues that egress allowlists provide a stronger boundary than detection filters.

### Source excerpt

Codex, ChatGPT Work and Claude Code make five different choices about outbound network access. Here is what each one allows before you configure anything, what the docs publish, and where the boundary does not reach.

## AWS Security Reference Architecture: A deep dive into PCI DSS compliance

DevFeed: [AWS Security Reference Architecture: A deep dive into PCI DSS compliance](<https://devfeed.tech/articles/aws-security-reference-architecture-a-deep-dive-into-pci-dss-compliance-20819.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/security/aws-security-reference-architecture-a-deep-dive-into-pci-dss-compliance/>)

Author: Avik Mukherjee

Published: 2026-09-14T17:46:56Z

Content type: article

Language: en

Sources: [AWS Security Blog](<https://devfeed.tech/sources/aws-security-blog.md>)

Topics: [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Security](<https://devfeed.tech/topics/security.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>), [Network Segmentation](<https://devfeed.tech/topics/network-segmentation.md>), [Encryption](<https://devfeed.tech/topics/encryption.md>), [Logging](<https://devfeed.tech/topics/logging.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [amazon-web-services](<https://devfeed.tech/tags/amazon-web-services.md>), [announcements](<https://devfeed.tech/tags/announcements.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [encryption](<https://devfeed.tech/tags/encryption.md>), [foundational-100](<https://devfeed.tech/tags/foundational-100.md>), [logging](<https://devfeed.tech/tags/logging.md>), [network-segmentation](<https://devfeed.tech/tags/network-segmentation.md>), [pci-dss](<https://devfeed.tech/tags/pci-dss.md>), [security](<https://devfeed.tech/tags/security.md>), [security-blog](<https://devfeed.tech/tags/security-blog.md>), [security-identity-compliance](<https://devfeed.tech/tags/security-identity-compliance.md>)

### AI overview

AWS announces the AWS Security Reference Architecture (AWS SRA) PCI DSS Deep Dive, a guide that extends the core AWS SRA with prescriptive architecture-level guidance for organizations handling cardholder data on AWS. It explains how AWS SRA patterns address PCI DSS concerns including account scoping, network segmentation, encryption, logging, and access control.

### Source excerpt

Amazon Web Services (AWS) is excited to announce the publication of the AWS Security Reference Architecture (AWS SRA) Payment Card Industry (PCI) Data Security Standard (DSS) Deep Dive. This new guide extends the core AWS SRA to provide prescriptive, architecture-level guidance for organizations that store, process, or transmit cardholder data on AWS. Organizations subject to [...]

## KCP: How to Migrate to Confluent Cloud in Days, Not Weeks

DevFeed: [KCP: How to Migrate to Confluent Cloud in Days, Not Weeks](<https://devfeed.tech/articles/kcp-how-to-migrate-to-confluent-cloud-in-days-not-weeks-26723.md>)

Original publisher: [Read original article](<https://www.confluent.io/blog/automate-kafka-migration-with-kcp/>)

Author: Ahmed Saef Zamzam

Published: 2026-09-14T07:00:00Z

Content type: tutorial

Language: en

Sources: [Confluent: Data in motion](<https://devfeed.tech/sources/confluent-data-in-motion.md>)

Topics: [Kafka](<https://devfeed.tech/topics/kafka.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Confluent Cloud](<https://devfeed.tech/topics/confluent-cloud.md>), [Replication](<https://devfeed.tech/topics/replication.md>), [Infrastructure as code](<https://devfeed.tech/topics/infrastructure-as-code.md>), [Provisioning](<https://devfeed.tech/topics/provisioning.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Structured-data](<https://devfeed.tech/topics/structured-data.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [confluent](<https://devfeed.tech/tags/confluent.md>), [confluent-cloud](<https://devfeed.tech/tags/confluent-cloud.md>), [data-replication](<https://devfeed.tech/tags/data-replication.md>), [infrastructure-as-code-iac](<https://devfeed.tech/tags/infrastructure-as-code-iac.md>), [kafka](<https://devfeed.tech/tags/kafka.md>), [migration](<https://devfeed.tech/tags/migration.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [provisioning](<https://devfeed.tech/tags/provisioning.md>), [replication](<https://devfeed.tech/tags/replication.md>), [schema](<https://devfeed.tech/tags/schema.md>)

### AI overview

The article explains how Confluent's open source KCP tool automates migration from Amazon MSK to Confluent Cloud. KCP supports discovery, infrastructure provisioning, ACL and schema mapping, and migration, while Cluster Linking provides offset-preserving data replication. Support for self-managed Kafka migrations is described as coming soon.

### Source excerpt

Use Kafka Copy Paste (KCP) to automate Kafka migration with infrastructure generation, ACL and schema mapping, and offset-preserving data replication.

## Curating queues beats approving actions

DevFeed: [Curating queues beats approving actions](<https://devfeed.tech/articles/curating-queues-beats-approving-actions-16012.md>)

Original publisher: [Read original article](<https://workos.com/blog/curating-queues-beats-approving-actions>)

Author: WorkOS

Published: 2026-08-27T14:28:13Z

Content type: opinion

Language: en

Sources: [WorkOS Blog](<https://devfeed.tech/sources/workos-blog.md>)

Topics: [Authorization](<https://devfeed.tech/topics/authorization.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [agent](<https://devfeed.tech/tags/agent.md>), [permission](<https://devfeed.tech/tags/permission.md>), [queue](<https://devfeed.tech/tags/queue.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

This opinion article argues that continuous agents make one-action-at-a-time permission prompts impractical. For reversible work, it proposes generating a surplus of candidates, placing them in a queue, and having a human select which work to pursue.

### Source excerpt

The permission prompt breaks down once an agent works continuously. What replaces it is curation: a surplus of candidates, a queue, and a human who picks.

## Access control for AI agents on Rails: gating SQL with Action Policy

DevFeed: [Access control for AI agents on Rails: gating SQL with Action Policy](<https://devfeed.tech/articles/access-control-for-ai-agents-on-rails-gating-sql-with-action-policy-19778.md>)

Original publisher: [Read original article](<https://evilmartians.com/chronicles/access-control-for-ai-on-rails-gating-sql-with-action-policy>)

Author: Travis Turner (richardturner@evilmartians.com)

Published: 2026-08-25T00:00:00Z

Content type: tutorial

Language: en

Sources: [Evil Martians](<https://devfeed.tech/sources/evil-martians.md>)

Topics: [Access Control](<https://devfeed.tech/topics/access-control.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Rails](<https://devfeed.tech/topics/rails.md>), [SQL](<https://devfeed.tech/topics/sql.md>), [agent observability](<https://devfeed.tech/topics/agent-observability.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [llms](<https://devfeed.tech/tags/llms.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [prompt-injection](<https://devfeed.tech/tags/prompt-injection.md>), [rails](<https://devfeed.tech/tags/rails.md>), [ruby](<https://devfeed.tech/tags/ruby.md>), [sql](<https://devfeed.tech/tags/sql.md>)

### AI overview

This article explains how Evil Martians protected sensitive data in an internal Rails AI assistant that uses open-ended SQL analytics. It describes moving authorization from prompts into Action Policy so read-only database access also respects which rows and fields an employee may reveal.

### Source excerpt

Our Rails AI assistant had read-only SQL access and could still return peer review scores. Learn how we kept open-ended analytics in an in-app AI assistant while making database access honor application permissions.

## Fine-Grained Access Control Now Available for All Heroku Customers

DevFeed: [Fine-Grained Access Control Now Available for All Heroku Customers](<https://devfeed.tech/articles/fine-grained-access-control-now-available-for-all-heroku-customers-26403.md>)

Original publisher: [Read original article](<https://www.heroku.com/blog/fine-grained-access-control-now-available-all-customers/>)

Author: Alberto Sigismondi

Published: 2026-08-21T17:07:29Z

Content type: release

Language: en

Sources: [Heroku](<https://devfeed.tech/sources/heroku.md>)

Topics: [Heroku](<https://devfeed.tech/topics/heroku.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Security](<https://devfeed.tech/topics/security.md>), [IAM](<https://devfeed.tech/topics/iam.md>), [Zero Trust](<https://devfeed.tech/topics/zero-trust.md>), [legacy](<https://devfeed.tech/topics/legacy.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [deploy](<https://devfeed.tech/tags/deploy.md>), [heroku](<https://devfeed.tech/tags/heroku.md>), [iam](<https://devfeed.tech/tags/iam.md>), [identity-and-access-management](<https://devfeed.tech/tags/identity-and-access-management.md>), [least-privilege](<https://devfeed.tech/tags/least-privilege.md>), [legacy](<https://devfeed.tech/tags/legacy.md>), [news](<https://devfeed.tech/tags/news.md>), [permissions](<https://devfeed.tech/tags/permissions.md>), [pipelines](<https://devfeed.tech/tags/pipelines.md>), [security](<https://devfeed.tech/tags/security.md>), [security-compliance](<https://devfeed.tech/tags/security-compliance.md>), [zero-trust](<https://devfeed.tech/tags/zero-trust.md>)

### AI overview

Heroku announces that Fine-Grained Access Control is available to all customers. The feature replaces fixed legacy roles with capability-based roles and app-specific permissions for roles such as view, deploy, operate, and manage.

### Source excerpt

Fine-Grained Access Controls is now available to all Heroku customers. Heroku's legacy system gave you predefined roles like admin, member, or collaborator, each with a fixed bundle of permissions. It replaces that system with fine-grained roles like view, deploy, operate, and manage, with specific capability sets. Access control is managed at an app-specific layer, giving [...] The post Fine-Grained Access Control Now Available for All Heroku Customers appeared first on Heroku.

## Amazon EKS is replacing the deprecated aws-auth ConfigMap for IAM-to-cluster permission mapping

DevFeed: [Amazon EKS is replacing the deprecated aws-auth ConfigMap for IAM-to-cluster permission mapping](<https://devfeed.tech/articles/aws-deprecated-this-eks-auth-method-81-of-clusters-still-run-it-17631.md>)

Original publisher: [Read original article](<https://thenewstack.io/kubernetes-fleet-security-management/>)

Author: Yannick Struyf

Published: 2026-08-19T18:59:54Z

Content type: article

Language: en

Sources: [Kubernetes Overview, News and Trends | The New Stack](<https://devfeed.tech/sources/kubernetes-overview-news-and-trends-the-new-stack.md>)

Topics: [Amazon EKS](<https://devfeed.tech/topics/amazon-eks.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [AWS IAM](<https://devfeed.tech/topics/aws-iam.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [migration](<https://devfeed.tech/topics/migration.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [aws](<https://devfeed.tech/tags/aws.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cloud-native](<https://devfeed.tech/tags/cloud-native.md>), [deprecated](<https://devfeed.tech/tags/deprecated.md>), [iam](<https://devfeed.tech/tags/iam.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [migration](<https://devfeed.tech/tags/migration.md>), [nutanix](<https://devfeed.tech/tags/nutanix.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [post](<https://devfeed.tech/tags/post.md>), [report](<https://devfeed.tech/tags/report.md>), [security](<https://devfeed.tech/tags/security.md>), [sponsor-nutanix](<https://devfeed.tech/tags/sponsor-nutanix.md>), [sponsored](<https://devfeed.tech/tags/sponsored.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>)

### AI overview

The article examines security challenges in Kubernetes and cloud-native infrastructure, focusing on Amazon EKS's replacement of the deprecated aws-auth ConfigMap with an API-driven method for mapping IAM identities to cluster permissions. It also explains how Kubernetes security spans code, containers, clusters, and cloud infrastructure.

### Source excerpt

The migration to Kubernetes and cloud native infrastructure has been one of the defining IT trends of the past decade. The post AWS deprecated this EKS auth method. 81% of clusters still run it. appeared first on The New Stack.

## Agent Night recap: Airlock and intent-based access control

DevFeed: [Agent Night recap: Airlock and intent-based access control](<https://devfeed.tech/articles/agent-night-recap-airlock-and-intent-based-access-control-15990.md>)

Original publisher: [Read original article](<https://workos.com/blog/agent-night-recap-airlock-intent-based-access-control>)

Author: WorkOS

Published: 2026-08-17T19:04:02Z

Content type: opinion

Language: en

Sources: [WorkOS Blog](<https://devfeed.tech/sources/workos-blog.md>)

Topics: [Access Control](<https://devfeed.tech/topics/access-control.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [demo](<https://devfeed.tech/tags/demo.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [least-privilege](<https://devfeed.tech/tags/least-privilege.md>), [recap](<https://devfeed.tech/tags/recap.md>)

### AI overview

A recap of Agent Night presents Airlock, WorkOS's proposed intent-based access control model, and argues that conventional RBAC and least-privilege approaches do not adequately fit agent permissions. It also discusses why software engineering has been an early area of agent adoption.

### Source excerpt

Recap of Agent Night at the Regency Ballroom: why agent permissions break RBAC and least privilege, and a live demo of Airlock, our intent-based access control.

## Flare now uses OAuth for MCP, the CLI, and API

DevFeed: [Flare now uses OAuth for MCP, the CLI, and API](<https://devfeed.tech/articles/flare-now-uses-oauth-for-mcp-the-cli-and-api-33294.md>)

Original publisher: [Read original article](<https://freek.dev/3180-flare-now-uses-oauth-for-mcp-the-cli-and-api>)

Author: Freek Van der Herten (freek@spatie.be)

Published: 2026-08-15T10:30:29Z

Content type: release

Language: en

Sources: [freek.dev - all blogposts](<https://devfeed.tech/sources/freek-dev-all-blogposts.md>)

Topics: [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [OAuth](<https://devfeed.tech/topics/oauth.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [API](<https://devfeed.tech/topics/api.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [api](<https://devfeed.tech/tags/api.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [cli](<https://devfeed.tech/tags/cli.md>), [flare](<https://devfeed.tech/tags/flare.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [oauth](<https://devfeed.tech/tags/oauth.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

Flare now uses OAuth to connect MCP clients, its CLI, and its API with scoped permissions rather than broad long-lived tokens. The flow supports read-only and project-level access control and centralizes connection management.

### Source excerpt

We explain how Flare now uses OAuth to connect MCP clients, the CLI, and the API with scoped permissions instead of broad long-lived tokens. The new flow makes setup faster, adds read-only and project-level access control, and gives you one place to manage every connection. Read more

## How to Prevent RBAC Role Explosion with Nested Access Lists

DevFeed: [How to Prevent RBAC Role Explosion with Nested Access Lists](<https://devfeed.tech/articles/how-to-prevent-rbac-role-explosion-with-nested-access-lists-29805.md>)

Original publisher: [Read original article](<https://goteleport.com/blog/role-explosion-rbac-nested-access-lists/>)

Author: info@goteleport.com (Paul Curtis)

Published: 2026-08-13T00:00:00Z

Content type: tutorial

Language: en

Sources: [Teleport](<https://devfeed.tech/sources/teleport.md>)

Topics: [Access Control](<https://devfeed.tech/topics/access-control.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [development](<https://devfeed.tech/tags/development.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [permissions](<https://devfeed.tech/tags/permissions.md>), [teams](<https://devfeed.tech/tags/teams.md>)

### AI overview

This tutorial explains RBAC role explosion, how repeated role changes create inflexible and duplicated roles, and how nested access lists can apply inherited permissions while keeping roles fixed.

### Source excerpt

Learn how to use access lists to prevent RBAC role explosion.

## The day RBAC stops scaling: role explosion and what comes after

DevFeed: [The day RBAC stops scaling: role explosion and what comes after](<https://devfeed.tech/articles/the-day-rbac-stops-scaling-role-explosion-and-what-comes-after-16048.md>)

Original publisher: [Read original article](<https://workos.com/blog/rbac-role-explosion-what-comes-after>)

Author: WorkOS

Published: 2026-08-06T00:18:10Z

Content type: article

Language: en

Sources: [WorkOS Blog](<https://devfeed.tech/sources/workos-blog.md>)

Topics: [Authorization](<https://devfeed.tech/topics/authorization.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Graphs](<https://devfeed.tech/topics/graphs.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [authorization](<https://devfeed.tech/tags/authorization.md>), [graph](<https://devfeed.tech/tags/graph.md>)

### AI overview

The article explains how per-resource permissions cause role explosion in growing B2B applications. It describes the operational and cognitive costs of increasingly complex RBAC models and presents Zanzibar's relationship-based graph model as an alternative.

### Source excerpt

Role-based access control breaks when roles outnumber users. Why per-resource permissions cause role explosion, and how to move past it without a rewrite.

## AI governance gaps leave developer and agent access to AI tools insufficiently controlled

DevFeed: [AI governance gaps leave developer and agent access to AI tools insufficiently controlled](<https://devfeed.tech/articles/the-ai-innovation-security-paradox-17653.md>)

Original publisher: [Read original article](<https://nirmata.com/2026/08/04/ai-innovation-security-paradox/>)

Author: Anubhav Sharma

Published: 2026-08-05T01:56:41Z

Content type: opinion

Language: en

Sources: [Nirmata](<https://devfeed.tech/sources/nirmata.md>)

Topics: [ai-governance](<https://devfeed.tech/topics/ai-governance.md>), [Security](<https://devfeed.tech/topics/security.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [developer-productivity](<https://devfeed.tech/topics/developer-productivity.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-governance](<https://devfeed.tech/tags/ai-governance.md>), [cloud-native](<https://devfeed.tech/tags/cloud-native.md>), [cncf](<https://devfeed.tech/tags/cncf.md>), [developer](<https://devfeed.tech/tags/developer.md>), [devsecops](<https://devfeed.tech/tags/devsecops.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [kyverno](<https://devfeed.tech/tags/kyverno.md>), [llms](<https://devfeed.tech/tags/llms.md>), [policy-management](<https://devfeed.tech/tags/policy-management.md>), [risk-management](<https://devfeed.tech/tags/risk-management.md>), [security](<https://devfeed.tech/tags/security.md>), [visibility](<https://devfeed.tech/tags/visibility.md>)

### AI overview

The article presents aggregated responses from security leaders about AI governance in fast-moving engineering organizations. It identifies gaps in centralized access control, policy enforcement, session auditing, real-time visibility, and protection against exposing permissions or environment variables to LLMs.

### Source excerpt

Three Questions We Asked About AI Governance -- And What the Answers Reveal Over the past few months, we've been having the same conversation on repeat with security leaders about AI at fast-moving engineering organizations. Different companies, different tech stacks, same three questions -- and,... The post The AI Innovation-Security Paradox first appeared on Nirmata.

## The forbidden index: Building privacy-preserving search with OpenSearch

DevFeed: [The forbidden index: Building privacy-preserving search with OpenSearch](<https://devfeed.tech/articles/the-forbidden-index-building-privacy-preserving-search-with-opensearch-12790.md>)

Original publisher: [Read original article](<https://opensearch.org/blog/the-forbidden-index-building-privacy-preserving-search-with-opensearch/>)

Author: Kylie Wagar-Dirks

Published: 2026-07-24T15:00:22Z

Content type: article

Language: en

Sources: [OpenSearch](<https://devfeed.tech/sources/opensearch.md>)

Topics: [Open Source](<https://devfeed.tech/topics/open-source.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [pii](<https://devfeed.tech/topics/pii.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [tokenization](<https://devfeed.tech/topics/tokenization.md>), [data](<https://devfeed.tech/topics/data.md>), [elasticsearch](<https://devfeed.tech/topics/elasticsearch.md>), [Framework](<https://devfeed.tech/topics/framework.md>)

Tags: [analytics](<https://devfeed.tech/tags/analytics.md>), [analytics-stack](<https://devfeed.tech/tags/analytics-stack.md>), [blog](<https://devfeed.tech/tags/blog.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [dashboards](<https://devfeed.tech/tags/dashboards.md>), [data](<https://devfeed.tech/tags/data.md>), [dynamic-data](<https://devfeed.tech/tags/dynamic-data.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [opensearch](<https://devfeed.tech/tags/opensearch.md>), [pii](<https://devfeed.tech/tags/pii.md>), [plugin](<https://devfeed.tech/tags/plugin.md>), [privacy](<https://devfeed.tech/tags/privacy.md>), [search](<https://devfeed.tech/tags/search.md>), [tokenization](<https://devfeed.tech/tags/tokenization.md>)

### AI overview

The article describes a talk by Unnati Mishra and Akshat Khanna on building privacy-preserving search and analytics with OpenSearch. Their approach moves privacy controls into the ingest layer, using a custom plugin to redact PII at index time through tokenization and dynamic data masking. It also applies differential privacy to OpenSearch Dashboards by adding calibrated noise to aggregate query results.

### Source excerpt

At OpenSearchCon Europe 2026, Unnati Mishra and Akshat Khanna (Angel One) argued that privacy in search must be handled during the ingest phase rather than retroactively through access controls. The post The forbidden index: Building privacy-preserving search with OpenSearch appeared first on OpenSearch.

## AI Coding Tip 028 - Build a Company Brain

DevFeed: [AI Coding Tip 028 - Build a Company Brain](<https://devfeed.tech/articles/ai-coding-tip-028-build-a-company-brain-18218.md>)

Original publisher: [Read original article](<https://maximilianocontieri.com/ai-coding-tip-028-build-a-company-brain>)

Author: Maxi Contieri

Published: 2026-07-19T03:03:15Z

Content type: tutorial

Language: en

Sources: [Maximiliano Contieri - Software Design](<https://devfeed.tech/sources/maximiliano-contieri-software-design.md>)

Topics: [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [Software as a service](<https://devfeed.tech/topics/saas.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Documentation](<https://devfeed.tech/topics/documentation.md>)

Tags: [documentation](<https://devfeed.tech/tags/documentation.md>), [integration](<https://devfeed.tech/tags/integration.md>), [integrations](<https://devfeed.tech/tags/integrations.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [permission](<https://devfeed.tech/tags/permission.md>), [technical](<https://devfeed.tech/tags/technical.md>)

### AI overview

This tutorial proposes connecting a company's fragmented knowledge systems to AI through MCP servers and a defined skill. It emphasizes source citations, freshness checks, explicit tool boundaries, and preserving requester-specific access control.

### Source excerpt

TL;DR: Wire a skill into your company's live systems so every answer carries a source and a freshness check. Common Mistake ❌ As a single contributor, you can build a personal Second Brain, and it wo

## Building Observable Access Control at Scale: A Rule Engine Approach to JITA

DevFeed: [Building Observable Access Control at Scale: A Rule Engine Approach to JITA](<https://devfeed.tech/articles/building-observable-access-control-at-scale-a-rule-engine-approach-to-jita-29101.md>)

Original publisher: [Read original article](<https://product.hubspot.com/blog/building-observable-access-control-at-scale-a-rule-engine-approach-to-jita>)

Author: ankeith@hubspot.com (Andrew Keith)

Published: 2026-06-30T18:30:42Z

Content type: article

Language: en

Sources: [HubSpot](<https://devfeed.tech/sources/hubspot.md>)

Topics: [Access Control](<https://devfeed.tech/topics/access-control.md>), [hubspot](<https://devfeed.tech/topics/hubspot.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [observability](<https://devfeed.tech/topics/observability.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [business](<https://devfeed.tech/tags/business.md>), [customer](<https://devfeed.tech/tags/customer.md>), [customer-trust](<https://devfeed.tech/tags/customer-trust.md>), [data](<https://devfeed.tech/tags/data.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [logging](<https://devfeed.tech/tags/logging.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [observability](<https://devfeed.tech/tags/observability.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

HubSpot describes the challenges of managing Just-In-Time Access requests at scale. The article explains how a growing collection of nested conditionals made access decisions difficult to audit and maintain, creating a need for observable, rule-based access control.

### Source excerpt

The Problem At HubSpot, we have a fundamental tension built into our culture: we want to help customers succeed, which often means giving employees access to customer portals: Engineers to fix bugs, sales engineers assisting with account setup, or customer support troubleshooting issues during live support calls. But we also need to completely lock down customer data -- because a breach or misuse doesn't just violate customer trust, it can expose sensitive business data, create legal liability, and cause reputational damage that's hard to recover from. Access must be granted only for legitimate, verifiable, and auditable reasons.

## PostgreSQL: How to Control and Audit Agent Access with Identity

DevFeed: [PostgreSQL: How to Control and Audit Agent Access with Identity](<https://devfeed.tech/articles/postgresql-how-to-control-and-audit-agent-access-with-identity-29789.md>)

Original publisher: [Read original article](<https://goteleport.com/blog/postgresql-control-audit-agent-access/>)

Author: info@goteleport.com (Megan Moore)

Published: 2026-06-26T00:00:00Z

Content type: tutorial

Language: en

Sources: [Teleport](<https://devfeed.tech/sources/teleport.md>)

Topics: [PostgreSQL](<https://devfeed.tech/topics/postgresql.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [audit](<https://devfeed.tech/topics/audit.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [audit](<https://devfeed.tech/tags/audit.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>)

### AI overview

This article explains that PostgreSQL cannot identify AI agents as distinct actors because they authenticate as database roles. It describes the resulting access-control and audit risks, including broad permissions, non-deterministic query behavior, and long-lived service-account credentials, and introduces short-lived, task-scoped access as an alternative.

### Source excerpt

PostgreSQL cannot distinguish an AI agent as a distinct actor. Here's how that impacts access control, and what DBAs can do about it.

## How to secure Kubernetes in the age of AI workloads

DevFeed: [How to secure Kubernetes in the age of AI workloads](<https://devfeed.tech/articles/how-to-secure-kubernetes-in-the-age-of-ai-workloads-17638.md>)

Original publisher: [Read original article](<https://thenewstack.io/securing-kubernetes-ai-agents/>)

Author: Mary Branscombe

Published: 2026-06-04T16:45:57Z

Content type: article

Language: en

Sources: [Kubernetes Overview, News and Trends | The New Stack](<https://devfeed.tech/sources/kubernetes-overview-news-and-trends-the-new-stack.md>)

Topics: [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Azure Kubernetes Service](<https://devfeed.tech/topics/azure-kubernetes-service.md>), [networking](<https://devfeed.tech/topics/networking.md>), [zero trust networking](<https://devfeed.tech/topics/zero-trust-networking.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [Azure](<https://devfeed.tech/topics/azure.md>), [Secrets Management](<https://devfeed.tech/topics/secrets-management.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [azure](<https://devfeed.tech/tags/azure.md>), [azure-kubernetes-service](<https://devfeed.tech/tags/azure-kubernetes-service.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [microsoft-azure](<https://devfeed.tech/tags/microsoft-azure.md>), [networking](<https://devfeed.tech/tags/networking.md>), [post](<https://devfeed.tech/tags/post.md>), [secrets](<https://devfeed.tech/tags/secrets.md>), [security](<https://devfeed.tech/tags/security.md>), [sponsor-microsoft-azure](<https://devfeed.tech/tags/sponsor-microsoft-azure.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>), [zero-trust](<https://devfeed.tech/tags/zero-trust.md>)

### AI overview

The article examines how AI workloads and agents increase Kubernetes security challenges through unpredictable processes, traffic, tool use, registry access, and shared GPU infrastructure. It discusses a zero-trust approach and describes AKS network-isolated clusters that can bootstrap without public-internet egress by using private endpoints and Azure Container Registry.

### Source excerpt

Securing Kubernetes has always been complex -- spanning access control, image vulnerabilities, secrets management, and networking. AI workloads make it The post How to secure Kubernetes in the age of AI workloads appeared first on The New Stack.

## Modernizing Administrative Access for CMMC Level 2

DevFeed: [Modernizing Administrative Access for CMMC Level 2](<https://devfeed.tech/articles/modernizing-administrative-access-for-cmmc-level-2-29606.md>)

Original publisher: [Read original article](<https://goteleport.com/blog/cmmc-level-2-admin-access/>)

Author: info@goteleport.com (Nicolas Morris)

Published: 2026-05-27T00:00:00Z

Content type: article

Language: en

Sources: [Teleport](<https://devfeed.tech/sources/teleport.md>)

Topics: [Access Control](<https://devfeed.tech/topics/access-control.md>), [IAM](<https://devfeed.tech/topics/iam.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [ssh](<https://devfeed.tech/topics/ssh.md>), [remote access](<https://devfeed.tech/topics/remote-access.md>), [Virtual Private Network](<https://devfeed.tech/topics/vpn.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [audit](<https://devfeed.tech/tags/audit.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cmmc](<https://devfeed.tech/tags/cmmc.md>), [governance](<https://devfeed.tech/tags/governance.md>), [iam](<https://devfeed.tech/tags/iam.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [least-privilege](<https://devfeed.tech/tags/least-privilege.md>), [remote-access](<https://devfeed.tech/tags/remote-access.md>), [ssh](<https://devfeed.tech/tags/ssh.md>), [visibility](<https://devfeed.tech/tags/visibility.md>), [vpn](<https://devfeed.tech/tags/vpn.md>)

### AI overview

The article discusses administrative access challenges faced by organizations pursuing CMMC Level 2 readiness. It describes fragmented access across VPNs, local accounts, static SSH keys, cloud IAM, and disconnected authentication workflows, and presents Teleport as an identity-native approach to centralize governance, reduce standing privileges, and improve audit readiness.

### Source excerpt

Defense contractors pursuing CMMC Level 2 face persistent AC, IA, and AU findings. Coalfire outlines how Teleport addresses the enforcement and audit gaps assessors require.

## Securely connect Claude Code to Redis via MCP

DevFeed: [Securely connect Claude Code to Redis via MCP](<https://devfeed.tech/articles/securely-connect-claude-code-to-redis-via-mcp-31195.md>)

Original publisher: [Read original article](<https://tailscale.com/learn/redis-mcp>)

Published: 2026-04-13T13:39:49Z

Content type: tutorial

Language: en

Sources: [Learn on Tailscale](<https://devfeed.tech/sources/learn-on-tailscale.md>)

Topics: [Redis](<https://devfeed.tech/topics/redis.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>), [audit](<https://devfeed.tech/topics/audit.md>), [codex](<https://devfeed.tech/topics/codex.md>), [cursor](<https://devfeed.tech/topics/cursor.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [audit](<https://devfeed.tech/tags/audit.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [codex](<https://devfeed.tech/tags/codex.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [redis](<https://devfeed.tech/tags/redis.md>)

### AI overview

This tutorial explains how to connect Claude Code and other AI coding clients to Redis through the official Redis MCP server. It covers setup, supported Redis operations, client configuration, credential management, network access, permission scoping, and audit practices for staging and production.

### Source excerpt

Set up Redis MCP for Claude Code, Cursor, Codex fast, and see how to handle credentials, access control, and audit trails.

[Next page](<https://devfeed.tech/topics/access-control.md?cursor=WyIyMDI2LTA0LTEzVDEzOjM5OjQ5KzAwOjAwIiwgIjMzNTMzZWE4LTlhMGQtNDVhZC05NzNjLTQ4ZTA5YzE0ZWM3OCJd>)