# Claude Code

Claude Code is an AI coding agent that works directly in a codebase and supports building, debugging, and shipping from terminals and IDEs.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Web Search Limitations and Duplicated Tooling Complicate Market-Signal Agents

DevFeed: [Web Search Limitations and Duplicated Tooling Complicate Market-Signal Agents](<https://devfeed.tech/articles/the-web-search-your-agent-inherited-isn-t-good-enough-41387.md>)

Original publisher: [Read original article](<https://www.databricks.com/blog/web-search-your-agent-inherited-isnt-good-enough>)

Author: Charlie Klein; Bryan Smith

Published: 2026-09-17T17:00:00Z

Content type: opinion

Language: en

Sources: [Databricks](<https://devfeed.tech/sources/databricks.md>)

Topics: [Web](<https://devfeed.tech/topics/web.md>), [Software](<https://devfeed.tech/topics/software.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [codex](<https://devfeed.tech/topics/codex.md>), [API](<https://devfeed.tech/topics/api.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [databricks](<https://devfeed.tech/topics/databricks.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [api](<https://devfeed.tech/tags/api.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [codex](<https://devfeed.tech/tags/codex.md>), [databricks](<https://devfeed.tech/tags/databricks.md>), [databricks-ai](<https://devfeed.tech/tags/databricks-ai.md>), [llms](<https://devfeed.tech/tags/llms.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [platform](<https://devfeed.tech/tags/platform.md>), [product](<https://devfeed.tech/tags/product.md>), [search](<https://devfeed.tech/tags/search.md>), [web](<https://devfeed.tech/tags/web.md>)

### AI overview

The article describes an agent that combines company data in Databricks with web-based market signals. Its enrichment logic is rebuilt across Claude Code, Codex, and a direct model API workflow because each provides different tools, search behavior, and configuration requirements. The article argues that inconsistent web search and the lack of a shared layer make reliable account enrichment difficult.

### Source excerpt

An agent that needs the outside worldAn engineer at a software company is building...

## Anthropic adds parallel Claude Code sessions to Projects, with faster usage-limit consumption

DevFeed: [Anthropic adds parallel Claude Code sessions to Projects, with faster usage-limit consumption](<https://devfeed.tech/articles/anthropic-s-new-claude-code-feature-could-drain-your-plan-before-lunch-42137.md>)

Original publisher: [Read original article](<https://thenewstack.io/claude-code-parallel-projects/>)

Author: Amanda Caswell

Published: 2026-09-17T17:00:00Z

Content type: news

Language: en

Sources: [The New Stack](<https://devfeed.tech/sources/the-new-stack.md>)

Topics: [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [anthropic](<https://devfeed.tech/topics/anthropic.md>), [Repositories](<https://devfeed.tech/topics/repositories.md>), [Repository](<https://devfeed.tech/topics/repository.md>), [Code](<https://devfeed.tech/topics/code.md>), [API](<https://devfeed.tech/topics/api.md>), [Web](<https://devfeed.tech/topics/web.md>), [Mobile](<https://devfeed.tech/topics/mobile.md>)

Tags: [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-engineering](<https://devfeed.tech/tags/ai-engineering.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [api](<https://devfeed.tech/tags/api.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [developer-tools](<https://devfeed.tech/tags/developer-tools.md>), [developers](<https://devfeed.tech/tags/developers.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [mobile](<https://devfeed.tech/tags/mobile.md>), [parallel](<https://devfeed.tech/tags/parallel.md>), [repositories](<https://devfeed.tech/tags/repositories.md>), [repository](<https://devfeed.tech/tags/repository.md>), [tests](<https://devfeed.tech/tags/tests.md>), [web](<https://devfeed.tech/tags/web.md>)

### AI overview

Anthropic is beta-testing a Claude Projects redesign that coordinates multiple Claude Code cloud sessions. The coordinator can divide engineering goals into parallel threads, assign each a repository branch, monitor progress, review outputs, and assemble the result. Anthropic says parallel sessions consume plan usage faster because each counts as a full Claude Code session.

### Source excerpt

Anthropic is giving Claude Code a new job: Manage other Claude Code sessions. Starting Thursday, Anthropic says select Claude Pro The post Anthropic's new Claude Code feature could drain your plan before lunch appeared first on The New Stack.

## SDK vs CLI vs MCP, a dev story

DevFeed: [SDK vs CLI vs MCP, a dev story](<https://devfeed.tech/articles/sdk-vs-cli-vs-mcp-a-dev-story-41410.md>)

Original publisher: [Read original article](<https://blog.postman.com/sdk-vs-cli-vs-mcp-a-dev-story/>)

Author: Anthony Viard

Published: 2026-09-17T16:00:00Z

Content type: opinion

Language: en

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

Topics: [SDKs](<https://devfeed.tech/topics/sdks.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [GitHub API](<https://devfeed.tech/topics/github-api.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [GitHub](<https://devfeed.tech/topics/github.md>)

Tags: [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [claude](<https://devfeed.tech/tags/claude.md>), [cli](<https://devfeed.tech/tags/cli.md>), [code](<https://devfeed.tech/tags/code.md>), [general](<https://devfeed.tech/tags/general.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [model-context-protocol](<https://devfeed.tech/tags/model-context-protocol.md>), [postman](<https://devfeed.tech/tags/postman.md>), [sdk](<https://devfeed.tech/tags/sdk.md>), [sdk-generation](<https://devfeed.tech/tags/sdk-generation.md>)

### AI overview

A developer compares SDKs, command-line tools, and MCP servers as ways for an agent to access the GitHub API. Using an internal release-readiness tool as a case study, the article explains that SDKs suit scheduled, predefined code while interactive agent use may require more improvisation.

### Source excerpt

SDK, CLI, or MCP server for your agent? I measured the token cost and auth tradeoffs of all three against one real API. See which to pick. The post SDK vs CLI vs MCP, a dev story appeared first on Postman Blog.

## Study: Developers are addicted to AI, and managers are making it worse

DevFeed: [Study: Developers are addicted to AI, and managers are making it worse](<https://devfeed.tech/articles/study-developers-are-addicted-to-ai-and-managers-are-making-it-worse-42141.md>)

Original publisher: [Read original article](<https://thenewstack.io/study-developers-are-addicted/>)

Author: Steve Fenton

Published: 2026-09-17T15:12:36Z

Content type: article

Language: en

Sources: [The New Stack](<https://devfeed.tech/sources/the-new-stack.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [coding](<https://devfeed.tech/topics/coding.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Claude](<https://devfeed.tech/topics/claude.md>), [codex](<https://devfeed.tech/topics/codex.md>), [GitHub Copilot](<https://devfeed.tech/topics/github-copilot.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding](<https://devfeed.tech/tags/ai-coding.md>), [ai-coding-tools](<https://devfeed.tech/tags/ai-coding-tools.md>), [ai-engineering](<https://devfeed.tech/tags/ai-engineering.md>), [ai-operations](<https://devfeed.tech/tags/ai-operations.md>), [ai-strategy](<https://devfeed.tech/tags/ai-strategy.md>), [claude](<https://devfeed.tech/tags/claude.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [codex](<https://devfeed.tech/tags/codex.md>), [contributed-octopus-deploy](<https://devfeed.tech/tags/contributed-octopus-deploy.md>), [copilot](<https://devfeed.tech/tags/copilot.md>), [developers](<https://devfeed.tech/tags/developers.md>), [gemini](<https://devfeed.tech/tags/gemini.md>)

### AI overview

The article discusses findings from an AI Coding Addiction Report based on more than 300 developer responses. It argues that AI coding tools may encourage dependence and prolonged use, and that managers may reward heavier usage. The supplied text also describes reported differences among users of Claude Code, Google Gemini, OpenAI Codex, and GitHub Copilot.

### Source excerpt

AI is addictive, and managers are rewarding those who use it the most (even though they are shipping stuff they The post Study: Developers are addicted to AI, and managers are making it worse appeared first on The New Stack.

## How to build a Language Server Protocol (LSP) plugin for Claude Code

DevFeed: [How to build a Language Server Protocol (LSP) plugin for Claude Code](<https://devfeed.tech/articles/how-to-build-a-language-server-protocol-lsp-plugin-for-claude-code-41411.md>)

Original publisher: [Read original article](<https://circleci.com/blog/build-an-lsp-plugin-for-claude-code/>)

Author: Roger Winter

Published: 2026-09-17T07:00:00Z

Content type: tutorial

Language: en

Sources: [The CircleCI Blog Feed | CircleCI](<https://devfeed.tech/sources/the-circleci-blog-feed-circleci.md>)

Topics: [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [CircleCI](<https://devfeed.tech/topics/circleci.md>), [Protocol (disambiguation)](<https://devfeed.tech/topics/protocol.md>), [YAML](<https://devfeed.tech/topics/yaml.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>), [Code](<https://devfeed.tech/topics/code.md>)

Tags: [ai-development](<https://devfeed.tech/tags/ai-development.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [circleci](<https://devfeed.tech/tags/circleci.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [code](<https://devfeed.tech/tags/code.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [protocol](<https://devfeed.tech/tags/protocol.md>), [yaml](<https://devfeed.tech/tags/yaml.md>)

### AI overview

This tutorial explains how to wrap CircleCI's open-source YAML language server as a Claude Code plugin. The plugin provides real-time diagnostics, hover guidance, and best-practice feedback while Claude edits CircleCI configuration files. The article also discusses the implementation, reuse with other language servers, and a benchmark against editing without that feedback, while noting that the example plugin is unofficial and unsupported.

### Source excerpt

Build custom Claude Code plugins to wrap the CircleCI language server. Improve your CI/CD configs with real-time diagnostics and best-practice guidance.

## sem-ai 0.4.0: smaller responses, safer access, and pre-flight checks

DevFeed: [sem-ai 0.4.0: smaller responses, safer access, and pre-flight checks](<https://devfeed.tech/articles/sem-ai-0-4-0-smaller-responses-safer-access-and-pre-flight-checks-30850.md>)

Original publisher: [Read original article](<https://semaphore.io/blog/sem-ai-0.4.0-smaller-responses,-safer-access,-and-pre-flight-checks>)

Author: Pete Miloravac

Published: 2026-09-16T12:01:04Z

Content type: release

Language: en

Sources: [Semaphore Engineering](<https://devfeed.tech/sources/semaphore-engineering.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [API](<https://devfeed.tech/topics/api.md>), [configuration](<https://devfeed.tech/topics/configuration.md>)

Tags: [ai-coding-agents](<https://devfeed.tech/tags/ai-coding-agents.md>), [api](<https://devfeed.tech/tags/api.md>), [audio](<https://devfeed.tech/tags/audio.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [command-line](<https://devfeed.tech/tags/command-line.md>), [configuration](<https://devfeed.tech/tags/configuration.md>), [permissions](<https://devfeed.tech/tags/permissions.md>), [pipelines](<https://devfeed.tech/tags/pipelines.md>), [product-news](<https://devfeed.tech/tags/product-news.md>), [release](<https://devfeed.tech/tags/release.md>), [video](<https://devfeed.tech/tags/video.md>)

### AI overview

Semaphore's sem-ai 0.4.0 release adds more compact workflow and pipeline responses, context switching across organizations and credentials, and support for managing pre-flight checks. The update is aimed at reducing context usage and enabling more targeted permissions for AI coding agents.

### Source excerpt

AI coding agents work best when they receive the right information without unnecessary noise. They also need clearly defined permissions and reliable safeguards for the changes they make. sem-ai 0.4.0 improves all three areas. The release introduces more compact pipeline responses, flexible context switching, and support for Semaphore pre-flight checks. Watch Nick demonstrate the new [...] The post sem-ai 0.4.0: smaller responses, safer access, and pre-flight checks appeared first on Semaphore.

## DuckDB Skills for Claude Code

DevFeed: [DuckDB Skills for Claude Code](<https://devfeed.tech/articles/duckdb-skills-for-claude-code-31480.md>)

Original publisher: [Read original article](<https://duckdb.org/2026/09/16/duckdb-skills.html>)

Author: The DuckDB team

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

Content type: tutorial

Language: en

Sources: [DuckDB](<https://devfeed.tech/sources/duckdb.md>)

Topics: [DuckDB](<https://devfeed.tech/topics/duckdb.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [data](<https://devfeed.tech/topics/data.md>), [CSV](<https://devfeed.tech/topics/csv.md>), [parquet](<https://devfeed.tech/topics/parquet.md>)

Tags: [claude-code](<https://devfeed.tech/tags/claude-code.md>), [cli](<https://devfeed.tech/tags/cli.md>), [csv](<https://devfeed.tech/tags/csv.md>), [data](<https://devfeed.tech/tags/data.md>), [duckdb](<https://devfeed.tech/tags/duckdb.md>), [parquet](<https://devfeed.tech/tags/parquet.md>), [using-duckdb](<https://devfeed.tech/tags/using-duckdb.md>)

### AI overview

This post introduces the duckdb-skills plugin for Claude Code. The plugin uses the DuckDB CLI to inspect data files, run SQL queries, convert formats, explore object storage and spatial data, search documentation, and recall earlier sessions. It explains installation, how the skills select appropriate commands, and how Claude uses DuckDB for exact query results.

### Source excerpt

The duckdb-skills plugin gives Claude Code a growing number of skills that use the DuckDB CLI to read data files, run queries, convert formats, explore object storage, work with spatial data, search the documentation and recall earlier sessions.

## Build with Claude Code: Enrollment for a Two-Day Cohort Course

DevFeed: [Build with Claude Code: Enrollment for a Two-Day Cohort Course](<https://devfeed.tech/articles/last-call-for-enrollment-build-with-claude-code-26893.md>)

Original publisher: [Read original article](<https://blog.bytebytego.com/p/last-call-for-enrollment-build-with-d63>)

Author: ByteByteGo

Published: 2026-09-15T19:31:01Z

Content type: article

Language: en

Sources: [ByteByteGo](<https://devfeed.tech/sources/bytebytego.md>)

Topics: [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Development](<https://devfeed.tech/topics/development.md>), [Code](<https://devfeed.tech/topics/code.md>), [Git](<https://devfeed.tech/topics/git.md>)

Tags: [build](<https://devfeed.tech/tags/build.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [code](<https://devfeed.tech/tags/code.md>), [development](<https://devfeed.tech/tags/development.md>), [git](<https://devfeed.tech/tags/git.md>), [hooks](<https://devfeed.tech/tags/hooks.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [learn](<https://devfeed.tech/tags/learn.md>), [mcps](<https://devfeed.tech/tags/mcps.md>), [parallel](<https://devfeed.tech/tags/parallel.md>)

### AI overview

The article announces the relaunch of Build with Claude Code, a two-day cohort-based course taught by John Kim. It covers Claude Code fundamentals and production workflows, including context engineering, memory, Skills, MCPs, hooks, Git worktrees, subagents, and agent teams.

### Source excerpt

We're relaunching Build with Claude Code, a 2-day intensive cohort-based course taught by John Kim, who has trained hundreds of engineers at Meta to use Claude Code in real production workflows.

## Red Hat Developer Hub: Preventing compliance violations with AI coding agents

DevFeed: [Red Hat Developer Hub: Preventing compliance violations with AI coding agents](<https://devfeed.tech/articles/red-hat-developer-hub-preventing-compliance-violations-with-ai-coding-agents-26750.md>)

Original publisher: [Read original article](<https://developers.redhat.com/articles/2026/09/15/red-hat-developer-hub-preventing-compliance-violations-ai-coding-agents>)

Author: Evan Shortiss, Ben Wilcock

Published: 2026-09-15T13:17:13Z

Content type: tutorial

Language: en

Sources: [Red Hat](<https://devfeed.tech/sources/red-hat.md>), [Red Hat Developer](<https://devfeed.tech/sources/red-hat-developer.md>)

Topics: [internal developer portal](<https://devfeed.tech/topics/internal-developer-portal.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Backstage](<https://devfeed.tech/topics/backstage.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [ai-coding-agents](<https://devfeed.tech/tags/ai-coding-agents.md>), [ai-inference](<https://devfeed.tech/tags/ai-inference.md>), [backstage](<https://devfeed.tech/tags/backstage.md>), [catalog](<https://devfeed.tech/tags/catalog.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [cli](<https://devfeed.tech/tags/cli.md>), [developer](<https://devfeed.tech/tags/developer.md>), [developer-productivity](<https://devfeed.tech/tags/developer-productivity.md>), [developer-tools](<https://devfeed.tech/tags/developer-tools.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

This tutorial demonstrates how an AI coding agent connected to Red Hat Developer Hub can query a Backstage software catalog, TechDocs, and software templates before making architectural decisions. Using a simulated insurance-company catalog, the demo shows how this context can help avoid PCI-DSS compliance violations, resolve governance conflicts, and create a traceable decision record.

### Source excerpt

AI coding agents can generate entire services, reason about architectures, and scaffold applications in minutes. But ask one to build a service for your organization and you'll quickly notice the gap: it doesn't know your rules. It doesn't know which messaging broker your compliance team mandates, which services already exist in adjacent domains, or which project template is the golden path for your team. The post Red Hat Developer Hub: Preventing compliance violations with AI coding agents appeared first on Red Hat Developer.

## 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.

## AI's best coding agent fails 60% of the time -- and the data backs it up

DevFeed: [AI's best coding agent fails 60% of the time -- and the data backs it up](<https://devfeed.tech/articles/ai-s-best-coding-agent-fails-60-of-the-time-and-the-data-backs-it-up-21601.md>)

Original publisher: [Read original article](<https://thenewstack.io/real-swe-coding-benchmark/>)

Author: Amanda Caswell

Published: 2026-09-14T22:22:27Z

Content type: news

Language: en

Sources: [The New Stack](<https://devfeed.tech/sources/the-new-stack.md>)

Topics: [Benchmark](<https://devfeed.tech/topics/benchmark.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Fable](<https://devfeed.tech/topics/fable.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [codex](<https://devfeed.tech/topics/codex.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [anthropic](<https://devfeed.tech/topics/anthropic.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-engineering](<https://devfeed.tech/tags/ai-engineering.md>), [ai-models](<https://devfeed.tech/tags/ai-models.md>), [benchmark](<https://devfeed.tech/tags/benchmark.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [cli](<https://devfeed.tech/tags/cli.md>), [codex](<https://devfeed.tech/tags/codex.md>), [coding](<https://devfeed.tech/tags/coding.md>), [fable](<https://devfeed.tech/tags/fable.md>), [performance](<https://devfeed.tech/tags/performance.md>), [software-testing](<https://devfeed.tech/tags/software-testing.md>)

### AI overview

Real-SWE evaluates coding agents on private company codebases and reports substantially lower success rates than public-repository benchmarks. Claude Fable 5.1, running through Claude Code, led the comparison with a 38.8% score, while the tested systems often failed most attempts.

### Source excerpt

Claude Fable 5.1 just won a new coding benchmark despite failing more than six out of 10 times. Its 38.8% The post AI's best coding agent fails 60% of the time -- and the data backs it up appeared first on The New Stack.

## Your AI coding spend bought 25% more output. Duplication rose 81%.

DevFeed: [Your AI coding spend bought 25% more output. Duplication rose 81%.](<https://devfeed.tech/articles/your-ai-coding-spend-bought-25-more-output-duplication-rose-81-21598.md>)

Original publisher: [Read original article](<https://thenewstack.io/ai-coding-duplication-rose/>)

Author: Steve Fenton

Published: 2026-09-14T14:39:14Z

Content type: article

Language: en

Sources: [The New Stack](<https://devfeed.tech/sources/the-new-stack.md>)

Topics: [ai-coding](<https://devfeed.tech/topics/ai-coding.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [cursor](<https://devfeed.tech/topics/cursor.md>), [datasets](<https://devfeed.tech/topics/datasets.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding](<https://devfeed.tech/tags/ai-coding.md>), [ai-impact](<https://devfeed.tech/tags/ai-impact.md>), [ai-operations](<https://devfeed.tech/tags/ai-operations.md>), [ai-strategy](<https://devfeed.tech/tags/ai-strategy.md>), [ai-tools](<https://devfeed.tech/tags/ai-tools.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [coding](<https://devfeed.tech/tags/coding.md>), [contributed](<https://devfeed.tech/tags/contributed.md>), [contributed-octopus-deploy](<https://devfeed.tech/tags/contributed-octopus-deploy.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [dataset](<https://devfeed.tech/tags/dataset.md>), [software-development](<https://devfeed.tech/tags/software-development.md>)

### AI overview

The article examines the return on investment from AI coding tools. It reports that heavy users gained 25% over their previous velocity, while code duplication rose 81%, and argues that output measures such as lines of code, pull requests, and feature counts do not reliably represent business value.

### Source excerpt

Since they arrived on the scene, a great swathe of the software industry has pinned its hopes on AI tools, The post Your AI coding spend bought 25% more output. Duplication rose 81%. appeared first on The New Stack.

## How I Used a Pinterest Board to Get Better Visual Results From Claude Design

DevFeed: [How I Used a Pinterest Board to Get Better Visual Results From Claude Design](<https://devfeed.tech/articles/how-i-used-a-pinterest-board-to-get-better-visual-results-from-claude-design-32189.md>)

Original publisher: [Read original article](<https://spin.atomicobject.com/pinterest-board-claude-design/>)

Author: Sydney Cole

Published: 2026-09-13T12:00:33Z

Content type: tutorial

Language: en

Sources: [Atomic Object](<https://devfeed.tech/sources/atomic-object.md>)

Topics: [Claude](<https://devfeed.tech/topics/claude.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Code](<https://devfeed.tech/topics/code.md>), [Website](<https://devfeed.tech/topics/website.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-design-tools](<https://devfeed.tech/tags/ai-design-tools.md>), [ai-for-designers](<https://devfeed.tech/tags/ai-for-designers.md>), [claude](<https://devfeed.tech/tags/claude.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [code](<https://devfeed.tech/tags/code.md>), [design](<https://devfeed.tech/tags/design.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [html](<https://devfeed.tech/tags/html.md>), [images](<https://devfeed.tech/tags/images.md>), [iteration](<https://devfeed.tech/tags/iteration.md>), [pinterest](<https://devfeed.tech/tags/pinterest.md>), [portfolio](<https://devfeed.tech/tags/portfolio.md>), [prompt](<https://devfeed.tech/tags/prompt.md>), [website](<https://devfeed.tech/tags/website.md>)

### AI overview

An account of using a Pinterest mood board as a visual reference for Claude Design when creating a creative portfolio website. The author reports that the image references produced less generic layouts and helped clarify the intended aesthetic; Claude Code then generated a basic HTML site based on the design.

### Source excerpt

I've been building out a portfolio site for my creative work. While I have hesitations about mixing AI with my art, I decided to use this website as an opportunity to try out Claude Design. Like most people who've tried generating a design with AI, I ran into the same issue over and over. I'd [...] The post How I Used a Pinterest Board to Get Better Visual Results From Claude Design appeared first on Atomic Spin.

## Learn Claude Code, evals, AI systems, and more: ByteByteGo Live is here

DevFeed: [Learn Claude Code, evals, AI systems, and more: ByteByteGo Live is here](<https://devfeed.tech/articles/learn-claude-code-evals-ai-systems-and-more-bytebytego-live-is-here-17996.md>)

Original publisher: [Read original article](<https://blog.bytebytego.com/p/learn-claude-code-evals-ai-systems>)

Author: ByteByteGo

Published: 2026-09-11T15:32:16Z

Content type: release

Language: en

Sources: [ByteByteGo](<https://devfeed.tech/sources/bytebytego.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [AI Engineering](<https://devfeed.tech/topics/ai-engineering.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-development](<https://devfeed.tech/tags/ai-development.md>), [ai-engineering](<https://devfeed.tech/tags/ai-engineering.md>), [ai-evals](<https://devfeed.tech/tags/ai-evals.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [development](<https://devfeed.tech/tags/development.md>)

### AI overview

ByteByteGo announces ByteByteGo Live, a membership offering live courses on Claude Code, production AI systems, AI engineering, AI evaluations, cost optimization, and related topics. The announcement cites higher completion rates for live cohorts and says the membership covers courses offered over the next 12 months.

### Source excerpt

Most online courses never get finished (~4% completion). Live cohorts get ~40%, roughly 10x higher. Live courses are the only courses people actually finish. So we're launching ByteByteGo Live.

## Your tools work. Will the agent use them right?

DevFeed: [Your tools work. Will the agent use them right?](<https://devfeed.tech/articles/your-tools-work-will-the-agent-use-them-right-9224.md>)

Original publisher: [Read original article](<https://webflowmarketingmain.com/blog/mcp-eval-harness>)

Author: Gil Levin

Published: 2026-09-10T00:00:00Z

Content type: article

Language: en

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

Topics: [Model Context Protocol (MCP)](<https://devfeed.tech/topics/model-context-protocol-mcp.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [cursor](<https://devfeed.tech/topics/cursor.md>)

Tags: [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [tools](<https://devfeed.tech/tags/tools.md>)

### AI overview

Webflow's MCP eval harness tests whether autonomous agents use its tools correctly to complete plain-English, multi-step tasks. It runs Claude Code or OpenAI's Codex CLI against disposable Webflow sites, combines deterministic checks with LLM and visual judging, and sends traces and scores to Datadog.

### Source excerpt

A passing MCP tool test tells you the JSON is valid. It doesn't tell you an agent will pick the right tool, in order, and get the task right.

## How to secure AI coding agents with permissions, approval gates, hooks, and sandboxing

DevFeed: [How to secure AI coding agents with permissions, approval gates, hooks, and sandboxing](<https://devfeed.tech/articles/how-to-secure-ai-coding-agents-30026.md>)

Original publisher: [Read original article](<https://www.augmentedswe.com/p/secure-ai-coding-agents>)

Author: Jeff Morhous

Published: 2026-09-08T10:07:38Z

Content type: tutorial

Language: en

Sources: [The AI-Augmented Engineer](<https://devfeed.tech/sources/the-ai-augmented-engineer.md>)

Topics: [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [agentic-coding](<https://devfeed.tech/topics/agentic-coding.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [coding](<https://devfeed.tech/topics/coding.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding-agents](<https://devfeed.tech/tags/ai-coding-agents.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [coding-agents](<https://devfeed.tech/tags/coding-agents.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [least-privilege](<https://devfeed.tech/tags/least-privilege.md>), [permissions](<https://devfeed.tech/tags/permissions.md>), [sandboxing](<https://devfeed.tech/tags/sandboxing.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

The article explains why coding-agent instructions such as CLAUDE.md are behavioral guidance rather than enforceable security boundaries. It discusses least privilege, Claude Code permissions, approval gates, hooks, and sandboxing as technical controls for limiting agent actions.

### Source excerpt

Learn how to use the principle of least privilege, Claude Code permissions, approval gates, hooks, and sandboxing to keep your agentic coding secure

## How Anthropic Uses AI in Software Engineering

DevFeed: [How Anthropic Uses AI in Software Engineering](<https://devfeed.tech/articles/how-anthropic-builds-and-how-engineering-will-change-soon-thariq-shihipar-18093.md>)

Original publisher: [Read original article](<https://www.developing.dev/p/how-anthropic-builds-and-how-engineering>)

Author: Ryan Peterman

Published: 2026-09-07T13:17:19Z

Content type: opinion

Language: en

Sources: [The Developing Dev](<https://devfeed.tech/sources/the-developing-dev.md>)

Topics: [anthropic](<https://devfeed.tech/topics/anthropic.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Claude](<https://devfeed.tech/topics/claude.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>), [talk](<https://devfeed.tech/tags/talk.md>)

### AI overview

A conversation with Anthropic Claude Code engineer Thariq Shihipar about how the company uses AI models in software engineering, including onboarding, code maintenance, preventing AI-written breakages, and autonomous work.

### Source excerpt

When I talk with my friends who work at Anthropic it always surprises me how far ahead they are in adopting AI within their processes and workflows.

## The iOS Simulator Inside Cursor, Claude Code, and Codex

DevFeed: [The iOS Simulator Inside Cursor, Claude Code, and Codex](<https://devfeed.tech/articles/the-ios-simulator-inside-cursor-claude-code-and-codex-11482.md>)

Original publisher: [Read original article](<https://www.avanderlee.com/ai-development/the-ios-simulator-inside-cursor-claude-code-and-codex/>)

Author: Antoine van der Lee

Published: 2026-09-07T13:07:15Z

Content type: opinion

Language: en

Sources: [SwiftLee](<https://devfeed.tech/sources/swiftlee.md>)

Topics: [iOS](<https://devfeed.tech/topics/ios.md>), [cursor](<https://devfeed.tech/topics/cursor.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [codex](<https://devfeed.tech/topics/codex.md>), [App](<https://devfeed.tech/topics/app.md>), [Tooling](<https://devfeed.tech/topics/tooling.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [agent-skills](<https://devfeed.tech/tags/agent-skills.md>), [ai-development](<https://devfeed.tech/tags/ai-development.md>), [app-development](<https://devfeed.tech/tags/app-development.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [codex](<https://devfeed.tech/tags/codex.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [developer-tools](<https://devfeed.tech/tags/developer-tools.md>), [ios](<https://devfeed.tech/tags/ios.md>)

### AI overview

An opinion article examines how the iOS Simulator is becoming integrated into Cursor, Claude Code, and Codex as app development shifts toward orchestrating AI agents. It argues that visual testing, performance review, and critical human validation remain essential, and describes AI Agents for the iOS Simulator as a way to automate navigation and validation within the developer workflow.

### Source excerpt

App development is changing, and the iOS Simulator is too, as it starts to appear in Cursor, Claude Code, and Codex in different ways. I've been developing apps since 2009 and the RocketSim developer tool since 2019, and I can tell we're reinventing ourselves like never before. I also started to wonder: what is the ... -> The post The iOS Simulator Inside Cursor, Claude Code, and Codex appeared first on SwiftLee.

## I ran my agents from my phone for two weeks

DevFeed: [I ran my agents from my phone for two weeks](<https://devfeed.tech/articles/i-ran-my-agents-from-my-phone-for-two-weeks-32363.md>)

Original publisher: [Read original article](<https://joshtronic.com/2026/09/06/i-ran-my-agents-from-my-phone-for-two-weeks/>)

Author: Josh Sherman

Published: 2026-09-06T00:00:00Z

Content type: opinion

Language: en

Sources: [Josh Sherman](<https://devfeed.tech/sources/josh-sherman.md>)

Topics: [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [iOS](<https://devfeed.tech/topics/ios.md>), [remote access](<https://devfeed.tech/topics/remote-access.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [ios](<https://devfeed.tech/tags/ios.md>), [remote-access](<https://devfeed.tech/tags/remote-access.md>)

### AI overview

A personal account of using the Claude Code iOS app on an iPhone 17 Pro to work with remote sessions during a two-week trip. The setup generally supported the author's productivity and autonomy goals, but a remote-access issue required using a laptop and configuring the home network.

### Source excerpt

The last two weeks of my life have been quite transient. More so than the time I hopped a plane to San Francisco, interviewed for 5 hours, and hopped back on a plane back to Florida the same evening. The trek started in Texas with a road trip that passed through 11 states, ending up in Rhode Island where my daughter is attending college. The weather was beautiful, but only for a moment as the next leg included a flight down to North Carolina to give Charlotte a test run. As a newly minted empty nest couple, it's time for a change. Austin was fantastic when we moved there, but since the COVID-19 pandemic and the great migration of folks from California to Austin, the town feels like a shell of what it used to be. I refer to it as "The Formerly Weird City of Austin" (trademark pending). I'll talk more about Charlotte in another post, but the early feeling is that it feels more like the Austin we moved to than the one we'll be leaving. My intentionally limited technical stack So, this whirlwind trip felt like a good time to try to stay away from the computer as much as possible. That didn't mean I wasn't going to try to eke out some productivity. My on the go technical stack included my iPhone 17 Pro and the Claude Code iOS app connected to a remote session back at my house for the majority of everything I was able to get knocked out. Laptop was with me, and it made a brief appearance so I could write a couple of blog posts. There was also a small snafu with my remote session that warranted an actual keyboard (I'll touch on that in a bit), and once more to watch some late night Impractical Jokers, as that tends to be the thing we watch when vacationing. In addition to my thin tech stack, I did have one north star: don't walk back any of the autonomy we already have in place. I am working towards a system that needs me less and not more. Only one issue, but it was a doozy Generally speaking, everything "worked" just as you'd expect. Talk to the harness to start the game

## How to Build Effective Product Loops in Claude Code, with Chief AI and Product Officer at JobNimbus, Tyler Folkman

DevFeed: [How to Build Effective Product Loops in Claude Code, with Chief AI and Product Officer at JobNimbus, Tyler Folkman](<https://devfeed.tech/articles/how-to-build-effective-product-loops-in-claude-code-with-chief-ai-and-product-officer-at-jobnimbus-tyler-folkman-34978.md>)

Original publisher: [Read original article](<https://www.news.aakashg.com/p/how-to-build-product-loops-in-claude-code>)

Author: Aakash Gupta

Published: 2026-09-04T23:01:00Z

Content type: tutorial

Language: en

Sources: [Product Growth](<https://devfeed.tech/sources/product-growth.md>)

Topics: [Loop Engineering](<https://devfeed.tech/topics/loop-engineering.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Prompt Engineering](<https://devfeed.tech/topics/prompt-engineering.md>)

Tags: [advice](<https://devfeed.tech/tags/advice.md>), [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [loops](<https://devfeed.tech/tags/loops.md>)

### AI overview

A practical guide for PMs and product builders on creating product loops in Claude Code. It defines a loop as a process that fetches its own inputs, performs work, passes a gate, writes a named artifact, and repeats. The article also recommends writing a first loop by hand before using AI.

### Source excerpt

People keep saying loops are the new prompts. Here's a practical walkthrough of what that actually means for PMs and product builders

## Turn your app into an MCP server with the Appwrite OAuth2 server

DevFeed: [Turn your app into an MCP server with the Appwrite OAuth2 server](<https://devfeed.tech/articles/turn-your-app-into-an-mcp-server-with-the-appwrite-oauth2-server-16510.md>)

Original publisher: [Read original article](<https://appwrite.io/blog/post/turn-your-app-into-an-mcp-server>)

Author: Atharva Deosthale

Published: 2026-09-04T00:00:00Z

Content type: tutorial

Language: en

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

Topics: [Appwrite](<https://devfeed.tech/topics/appwrite.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [OAuth 2.0](<https://devfeed.tech/topics/oauth2.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Serverless](<https://devfeed.tech/topics/serverless.md>), [web applications](<https://devfeed.tech/topics/web-applications.md>), [Databases](<https://devfeed.tech/topics/databases.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-tools](<https://devfeed.tech/tags/ai-tools.md>), [app](<https://devfeed.tech/tags/app.md>), [auth](<https://devfeed.tech/tags/auth.md>), [authorization](<https://devfeed.tech/tags/authorization.md>), [browser](<https://devfeed.tech/tags/browser.md>), [claude](<https://devfeed.tech/tags/claude.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [code](<https://devfeed.tech/tags/code.md>), [databases](<https://devfeed.tech/tags/databases.md>), [http](<https://devfeed.tech/tags/http.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [oauth2](<https://devfeed.tech/tags/oauth2.md>), [remote-mcp-server](<https://devfeed.tech/tags/remote-mcp-server.md>), [serverless](<https://devfeed.tech/tags/serverless.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>), [tutorials](<https://devfeed.tech/tags/tutorials.md>), [web](<https://devfeed.tech/tags/web.md>), [web-app](<https://devfeed.tech/tags/web-app.md>)

### AI overview

This tutorial explains how to turn an Appwrite-based application into a remote MCP server. It uses an Appwrite Function, the OAuth2 server included in an Appwrite project, and a consent screen so AI tools such as Claude Code can access and act on behalf of signed-in users.

### Source excerpt

Build a remote MCP server for your product, host it on Appwrite Functions, and let AI tools like Claude Code sign in through the OAuth2 server built into your Appwrite project.

## Build a memory MCP server on Appwrite

DevFeed: [Build a memory MCP server on Appwrite](<https://devfeed.tech/articles/build-a-memory-mcp-server-on-appwrite-16459.md>)

Original publisher: [Read original article](<https://appwrite.io/blog/post/build-a-memory-mcp-server>)

Author: Atharva Deosthale

Published: 2026-09-04T00:00:00Z

Content type: tutorial

Language: en

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

Topics: [Appwrite](<https://devfeed.tech/topics/appwrite.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [OAuth 2.0](<https://devfeed.tech/topics/oauth2.md>), [Serverless](<https://devfeed.tech/topics/serverless.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Embeddings](<https://devfeed.tech/topics/embeddings.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [web applications](<https://devfeed.tech/topics/web-applications.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-assistants](<https://devfeed.tech/tags/ai-assistants.md>), [ai-tools](<https://devfeed.tech/tags/ai-tools.md>), [api](<https://devfeed.tech/tags/api.md>), [claude](<https://devfeed.tech/tags/claude.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [embeddings](<https://devfeed.tech/tags/embeddings.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [memory](<https://devfeed.tech/tags/memory.md>), [net](<https://devfeed.tech/tags/net.md>), [oauth2](<https://devfeed.tech/tags/oauth2.md>), [sdk](<https://devfeed.tech/tags/sdk.md>), [serverless](<https://devfeed.tech/tags/serverless.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>), [tutorials](<https://devfeed.tech/tags/tutorials.md>)

### AI overview

This tutorial builds Recall, a small persistent-memory app on Appwrite. It hosts a stateless remote MCP server in an Appwrite Function, stores embedded memories in VectorsDB for similarity search, and uses OAuth2 for user-authorized access. It also explains connecting Claude Code to the server.

### Source excerpt

Give your AI tools a shared, persistent memory. Host a stateless MCP server on Appwrite Functions, store memories in VectorsDB, and protect it with your project's OAuth2 server.

## One environment variable, and Claude Code is suddenly accountable

DevFeed: [One environment variable, and Claude Code is suddenly accountable](<https://devfeed.tech/articles/one-environment-variable-and-claude-code-is-suddenly-accountable-12654.md>)

Original publisher: [Read original article](<https://tyk.io/blog/one-environment-variable-and-claude-code-is-suddenly-accountable/>)

Author: Hal Tyk's tutorial bot

Published: 2026-09-02T10:38:00Z

Content type: tutorial

Language: en

Sources: [Tyk API Management](<https://devfeed.tech/sources/tyk-api-management.md>)

Topics: [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [anthropic](<https://devfeed.tech/topics/anthropic.md>), [API](<https://devfeed.tech/topics/api.md>), [configuration](<https://devfeed.tech/topics/configuration.md>), [Tutorial](<https://devfeed.tech/topics/tutorial.md>)

Tags: [ai-gateway](<https://devfeed.tech/tags/ai-gateway.md>), [ai-studio](<https://devfeed.tech/tags/ai-studio.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [api](<https://devfeed.tech/tags/api.md>), [api-management](<https://devfeed.tech/tags/api-management.md>), [api-platform-teams](<https://devfeed.tech/tags/api-platform-teams.md>), [article](<https://devfeed.tech/tags/article.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [configuration](<https://devfeed.tech/tags/configuration.md>), [llm-governance](<https://devfeed.tech/tags/llm-governance.md>), [llm-observability](<https://devfeed.tech/tags/llm-observability.md>), [secrets](<https://devfeed.tech/tags/secrets.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>)

### AI overview

This tutorial explains how to route Claude Code through Tyk AI Studio's Anthropic-compatible endpoint using one environment variable. It describes centralized provider configuration, monthly budgets, gateway enforcement, model allowlists, masked credentials, and secret references for controlled and attributable Anthropic usage.

### Source excerpt

Hello. I'm Hal, Tyk's tutorial bot, and today I have been handed something slightly unusual: an article in which the thing being governed is very probably the thing you are using right now. Claude Code. Somebody on your team is running it. Possibly everybody is. It is excellent, it is fast, and from where your [...] The post One environment variable, and Claude Code is suddenly accountable appeared first on Tyk API Management.

## Encore now works with Entire

DevFeed: [Encore now works with Entire](<https://devfeed.tech/articles/encore-now-works-with-entire-17795.md>)

Original publisher: [Read original article](<https://encore.dev/blog/entire-encore>)

Author: Ivan Cernja

Published: 2026-09-02T00:00:00Z

Content type: tutorial

Language: en

Sources: [Encore Updates](<https://devfeed.tech/sources/encore-updates.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [codex](<https://devfeed.tech/topics/codex.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [coding](<https://devfeed.tech/topics/coding.md>), [Git](<https://devfeed.tech/topics/git.md>), [cursor](<https://devfeed.tech/topics/cursor.md>), [PostgreSQL](<https://devfeed.tech/topics/postgresql.md>)

Tags: [claude-code](<https://devfeed.tech/tags/claude-code.md>), [codex](<https://devfeed.tech/tags/codex.md>), [coding](<https://devfeed.tech/tags/coding.md>), [coding-agents](<https://devfeed.tech/tags/coding-agents.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [git](<https://devfeed.tech/tags/git.md>), [object-storage](<https://devfeed.tech/tags/object-storage.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>)

### AI overview

Encore now works with Entire, allowing developers to use Codex, Claude Code, Gemini, and Cursor in Encore projects while recording agent sessions in Git and linking them to commits. The article demonstrates building and testing an image service with local PostgreSQL and object storage, including integration tests and a live upload/download verification.

### Source excerpt

Keep the agent session behind every Encore change, directly in Git.

[Next page](<https://devfeed.tech/topics/claude-code.md?cursor=WyIyMDI2LTA5LTAyVDAwOjAwOjAwKzAwOjAwIiwgIjY4NDU5NmMxLWU2NDQtNDVlYy1iZDUzLWIyNGFlODY5OTUyYyJd>)