# Engineering teams in 2027

DevFeed: [Engineering teams in 2027](<https://devfeed.tech/articles/engineering-teams-in-2027-11770.md>)

Original publisher: [Read original article](<https://incident.io/blog/eng-in-2027>)

Author: Lawrence Jones

Published: 2026-05-19T15:00:00Z

Content type: opinion

Language: en

Sources: [The incident.io Blog](<https://devfeed.tech/sources/the-incident-io-blog.md>)

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

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [anthropic](<https://devfeed.tech/tags/anthropic.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [code](<https://devfeed.tech/tags/code.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [incident](<https://devfeed.tech/tags/incident.md>), [incident-channel](<https://devfeed.tech/tags/incident-channel.md>), [incident-management](<https://devfeed.tech/tags/incident-management.md>), [incident-response](<https://devfeed.tech/tags/incident-response.md>), [industry](<https://devfeed.tech/tags/industry.md>), [outage](<https://devfeed.tech/tags/outage.md>), [post-mortem](<https://devfeed.tech/tags/post-mortem.md>), [slack-incident](<https://devfeed.tech/tags/slack-incident.md>), [stripe](<https://devfeed.tech/tags/stripe.md>)

## AI overview

The article projects how engineering teams may work with AI by the end of 2027. It describes tailored code agents built around frontier models, fast-starting development environments, integrations with Slack, ticketing and deployment tools, and rich codebase documentation. The author argues that the main investment is in the surrounding environment and integrations, enabling agents to verify changes through compilation, tests and local execution.

## Source excerpt

A forward look at where engineering teams are heading with AI, based on conversations with design partners who are visibly six-to-twelve months ahead of the average. Tailored code agents, MCP gateways, agentic products that talk to each other -- most of the picture is already there in pockets, and the rest of the industry is closing the gap fast.