Engineering AI agent workflows

AI agents for software teams can review pull requests, chase flaky tests and write docs. Merges and deploys stay with a person.

24 workflows. Each one shows what the agent does on its own, what waits for your yes, and a trust score from 0 to 100. Highest score first.

• Trending repo scout

  Finds the top trending open source repos each day and sums them up so you can spot tools worth using. Useful if most of your stack is built on open source.

  100/100
• Coding agent session journal

  Writes one note a day on what your coding agent sessions did, decided and learned, then rolls the week into a review. It reads transcripts already on disk and only runs when you ask.

  100/100
• Integration research sweep

  Checks a long list of products for APIs, sign in methods, MCP support and how hard they are to connect. You still spot check the findings before trusting them.

  98/100
• Daily public exploit digest

  Each day it checks public exploit sources for high severity flaws that just got working exploit code. It keeps one running monthly list so you know what to patch first.

  98/100
• Workflow builder by chat

  Builds automation workflows from plain language instructions instead of dragging nodes by hand. You review and test each workflow before turning it on.

  91/100
• Pull request reviewer

  Gives every PR a first pass before a person looks.

  86/100
• Upstream changelog impact triage

  Reads each new release of a tool your team depends on and lists which of your internal rules, skills and docs now say something wrong. It opens one issue with a follow up task per file.

  86/100
• Small fix pull requests

  Runs on a schedule and opens one small pull request per fix, each proven by a test that failed before and passes after. Changes collect on a dev branch and you decide when they ship.

  84/100
• Morning QA report

  Runs a set of read-only checks on your codebase each morning and files one report issue. It starts as an observer and only gets more power when you grant it.

  84/100
• Upstream blocker recheck

  Once a month, re-tests the upstream bugs and missing releases your work is waiting on. Tells you which ones have cleared.

  84/100
• Safe dependency update pull requests

  Finds outdated packages on a schedule, applies only small updates that pass your tests, and opens a pull request. Major updates are listed for a person.

  84/100
• Overnight safe task picker

  Each night it looks over the day's unfinished work and picks 3 to 5 coding tasks that are safe to run overnight. It only writes a report with a ready prompt for each one.

  84/100
• Weekly repo security and docs pulse

  Two weekly runs for people who maintain more repos than they can watch. One opens a single security issue per repo with triaged findings, the other opens one pull request fixing docs that drifted from the code.

  84/100
• Flaky test hunter

  Finds tests that fail at random and why.

  83/100
• Incident timeline

  Builds the timeline during an outage so people can focus on the fix.

  83/100
• Dependency updater

  Keeps packages current without surprise breakage.

  81/100
• Broken link sweep

  Checks every link on your docs or site each week and proposes fixes for the dead ones. A person confirms each fix before it goes live.

  81/100
• Docs from code

  Keeps internal docs in step with the code.

  80/100
• Client site request handler

  Turns a client's text message about their website into a proposed code change ready for review. Made for a freelancer who maintains a small site for a client.

  80/100
• Meeting notes to issues

  Turns meeting notes into draft issues and specs so follow ups do not get lost. You review the list before anything is filed.

  80/100
• Weekly codebase review report

  Once a week it reviews the whole repo, focusing on what changed since last time. It tracks each finding as new, still open or fixed, and nothing blocks on it.

  80/100
• New issue intake sorter

  Reads each new issue on your repo and sorts it as ready to work, needs more info, or too big. You get a clean queue and reporters get asked for missing details.

  80/100
• Merged changes digest

  Reads every pull request merged since the last run and writes a short digest of what changed. Each change is sorted by who it matters to and how big it is.

  80/100
• Morning ticket dashboard with tick to approve queue

  Every morning an agent refreshes a one screen dashboard in your notes from the issue tracker, your workstream notes and inbox. It reads only, proposes board changes as checkboxes and drafts first pass PR reviews that are never posted.

  78/100