From the workshop

Field Notes And
Announcements

Releases, engineering deep dives, customer stories, and tutorials from the team building cloud coding agents.

Featured

Tutorials

Fix Production Errors While You Sleep

A walkthrough for wiring Sentry into a Hoplite automation. New errors get picked up on a schedule, reproduced with a failing test, and fixed in a pull request you review over coffee. Takes about ten minutes to set up.

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Engineering

Choose a coding model using the work your team actually does

Compare coding models on representative tasks, review effort, retries and cost before choosing a default.

Engineering

MacBook overheating while coding agents run? Check what they started

Identify the processes behind sustained heat, reduce unnecessary local work, or move the agents to cloud sandboxes so the laptop stops running builds.

Engineering

Coding agents keep running your Mac out of memory. What to check first

Use memory pressure and process ownership to diagnose RAM exhaustion, reduce concurrency, or move the agents' browsers and test workers into cloud sandboxes.

Engineering

Why your MacBook gets slow when you run several coding agents

Find whether parallel agents are limited by local compute, memory, services, or a remote model, or skip the tuning and give each agent its own cloud sandbox.

Tutorials

Stop parallel coding agents fighting over ports and dev servers

Separate runtime resources as well as branches so parallel coding tasks test the application they actually changed.

Tutorials

How to run parallel coding agents without conflicting changes

Split agent work by dependency and ownership, isolate execution, and verify the combined result before merging.

Engineering

Using Hoplite to build Hoplite

What our published use of Hoplite says about delegation and a workflow for making agent work reviewable.

Tutorials

Beyond the first Sentry automation: dedupe, prioritize, and verify fixes

Build a bounded error-triage workflow that checks existing work, reproduces failures, and reports uncertainty.

Tutorials

From Slack thread to pull request

Turn a Slack bug report into a bounded coding task, decide which repository it belongs to, and review the result against the original failure.

Tutorials

From Linear issue to tested pull request

Turn a Linear issue into an implementation task with clear acceptance checks, decide what the agent may touch in the tracker, and review the result against the ticket.

Engineering

What should a cloud coding agent be allowed to access?

Understand Hoplite's source-control boundary, sandbox secrets, tool approvals and the access decisions your team still needs to make.

Tutorials

Verify agent work with tests and a browser

Use a reproducible UI bug to connect regression tests, runtime checks, and review evidence to the same code change.

Tutorials

Keep your Claude Code task moving after you close your laptop

Move the task into a cloud execution environment before your laptop sleeps, with a clear handoff and review plan.

Engineering

What does a merged agent pull request actually cost?

Measure agent costs across inference, reported compute charges, failed attempts and human review.

Tutorials

How to review AI-generated pull requests without becoming the bottleneck

Ask agents for focused diffs and useful verification, then return feedback precise enough for the agent to act on.

Tutorials

The agent-ready repository checklist: setup, secrets, tests and previews

Configure a repository so an agent can install it, run the app and verify its changes in a fresh Hoplite sandbox.

Tutorials

What to delegate to a coding agent: 12 tasks and ready-to-use briefs

Choose bounded tasks and give the agent acceptance criteria, verification steps and a clear point at which to stop.

Tutorials

Cloud coding agents: from local setup to a tested pull request

Set up a cloud coding-agent workflow that can run your app, verify a change and return a pull request you can review.