Engineering · use cases

Everything your engineering team does, in one sentence.

A one-off assistant does a task and forgets it. Hexa learns how your engineering team works, turns it into a workflow, and runs it the same way every time, for everyone. Each of these pulls from the tools where your data lives and does the whole chain.

Software engineer "Round up every PR waiting on my review and tell me which ones are blocking a teammate."

Pulls open pull requests assigned to me from GitHub, cross-references blocked Linear issues, and posts a prioritized review list to Slack.

pulls fromGitHubLinearSlack
Software engineer "Trace this Sentry error back to the code that caused it and open a ticket on the right owner."

Reads the Sentry stack trace, blames the offending file and author in GitHub, and creates a Linear issue assigned to that owner.

pulls fromSentryGitHubLinear
Software engineer "Draft release notes for everything I merged this week."

Collects my merged pull requests from GitHub, summarizes the changes, and writes a formatted release notes page in Notion.

pulls fromGitHubNotion
Software engineer "Set up a new-repo access and environment checklist for the engineer starting Monday."

Reads the hire record in Okta, grants repo and team access in GitHub, and drafts the onboarding checklist in Confluence.

pulls fromOktaGitHubConfluence
Software engineer "Turn this Slack bug thread into a ticket with a clean repro and the likely file."

Extracts the report from the Slack thread, locates the suspect code path in GitHub, and files a structured Linear issue with repro steps.

pulls fromSlackGitHubLinear
Software engineer "Give me my personal standup summary from yesterday's activity."

Gathers my commits and PR activity from GitHub and my moved cards from Jira, then drafts a standup note in Gmail.

pulls fromGitHubJiraGmail
Software engineer "Sync this Figma spec into an implementation ticket with the exact tokens and states."

Reads the design frame and variables from Figma, writes an implementation Jira ticket, and links the spec in Confluence.

pulls fromFigmaJiraConfluence
Software engineer "Check which endpoints I'm about to deprecate are still getting real traffic."

Pulls endpoint usage from Amplitude, matches the routes to their handlers in GitHub, and posts a go or hold recommendation to Slack.

pulls fromAmplitudeGitHubSlack
Software engineer "Compile the API changes from this release into docs our customers can read."

Reads merged API pull requests in GitHub, drafts a public changelog in Google Docs, and updates the developer article in Intercom.

pulls fromGitHubGoogle DocsIntercom
Software engineer "Find every TODO tied to an open ticket in my service and tell me what's actually stale."

Scans the service source in GitHub for TODO markers, matches each to its Linear issue, and summarizes the stale ones in Notion.

pulls fromGitHubLinearNotion
On-call/SRE "Triage the alerts that fired overnight and tell me what actually needs me."

Groups overnight Sentry alerts by service, checks for related Slack chatter, and files or updates a Linear issue for each real one.

pulls fromSentrySlackLinear
On-call/SRE "Draft the postmortem timeline for last night's incident."

Assembles the Sentry event sequence and the Slack incident channel messages into a chronological postmortem in Google Docs.

pulls fromSentrySlackGoogle Docs
On-call/SRE "Tell me whether this error spike lines up with a recent deploy."

Correlates the Sentry error spike timing against recent GitHub deploys and posts the likely culprit release to Slack.

pulls fromSentryGitHubSlack
On-call/SRE "Build my on-call handoff for the next shift."

Summarizes open Sentry issues and in-flight Jira incidents, then posts a handoff note to the on-call Slack channel.

pulls fromSentryJiraSlack
On-call/SRE "Match each firing alert to its runbook and flag the ones with none."

Reads active Sentry alerts, looks up the matching runbook in Confluence, and posts the coverage gaps to Slack.

pulls fromSentryConfluenceSlack
On-call/SRE "Investigate the p99 latency regression on checkout and pinpoint when it started."

Queries request latency metrics in BigQuery, cross-references the timeline with Sentry traces, and posts the onset window to Slack.

pulls fromBigQuerySentrySlack
On-call/SRE "Forecast next quarter's infra spend from our current usage trend."

Pulls resource usage from BigQuery, projects the trend, and writes the cost forecast into a Google Sheets model.

pulls fromBigQueryGoogle Sheets
On-call/SRE "Report which services breached SLA this month and by how much."

Computes uptime against targets from BigQuery, records the breaches in Google Sheets, and posts the summary to Slack.

pulls fromBigQueryGoogle SheetsSlack
On-call/SRE "Figure out who actually owns this paging service and escalate to them."

Reads the Sentry alert, resolves the owning team via Okta group membership, and escalates in the right Slack channel.

pulls fromSentryOktaSlack
On-call/SRE "Put together this week's reliability digest for the team."

Aggregates resolved Sentry issues and closed Jira incidents into a weekly reliability summary published in Notion.

pulls fromSentryJiraNotion
Release manager "Cut the notes for today's release and announce it."

Collects merged pull requests since the last tag in GitHub, drafts the release notes in Notion, and posts the announcement to Slack.

pulls fromGitHubNotionSlack
Release manager "Tell me if this release is actually ready to ship."

Checks that every Jira story in the milestone is done and its GitHub PR merged, then posts a readiness verdict to Slack.

pulls fromJiraGitHubSlack
Release manager "Reconcile the tickets we planned against the commits that actually shipped."

Diffs the Linear issues marked for release against merged GitHub commits and records the mismatches in Confluence.

pulls fromLinearGitHubConfluence
Release manager "Schedule the deploy window and get sign-off from every affected team."

Books the maintenance window in Google Calendar, links the deploy Jira ticket, and requests approvals in Slack.

pulls fromGoogle CalendarJiraSlack
Release manager "Write the customer-facing changelog for this version and queue the email."

Summarizes shipped features from GitHub, posts the changelog to Intercom, and drafts the release email in Mailchimp.

pulls fromGitHubIntercomMailchimp
Release manager "Track how the new feature flag is rolling out and whether to widen it."

Reads adoption and error rates for the flag in Amplitude, checks related Linear issues, and posts a rollout recommendation to Slack.

pulls fromAmplitudeLinearSlack
Release manager "Track which hotfixes still need backporting to the stable branch."

Finds hotfix commits on main in GitHub, checks their backport Jira tasks, and posts the outstanding ones to Slack.

pulls fromGitHubJiraSlack
Release manager "Build the release metrics report for this quarter's QBR."

Counts releases and lead time from GitHub, pulls adoption from Looker, and assembles the numbers in Google Sheets.

pulls fromGitHubLookerGoogle Sheets
Release manager "Announce the code freeze and audit every PR still open against it."

Posts the freeze notice to Slack, lists open pull requests from GitHub, and emails owners of the ones still pending via Gmail.

pulls fromSlackGitHubGmail
Release manager "Give me a rollback brief for the release that's misbehaving in production."

Pulls the error signature from Sentry, identifies the offending release commit in GitHub, and posts a rollback recommendation to Slack.

pulls fromSentryGitHubSlack
Eng manager "Summarize how my team's sprint actually went."

Reads completed and carried-over Jira issues and the matching merged GitHub PRs, then posts a sprint recap to Slack.

pulls fromJiraGitHubSlack
Eng manager "Prep me for my 1:1 with each report this week."

Gathers each report's recent Linear issues and GitHub activity and drafts a one-pager per person in Google Docs.

pulls fromLinearGitHubGoogle Docs
Eng manager "Show me our DORA metrics trend over the last three months."

Computes deploy frequency and lead time from GitHub, joins reliability data in Snowflake, and charts the trend in Looker.

pulls fromGitHubSnowflakeLooker
Eng manager "Give me the current state of my open engineering reqs."

Pulls candidate stages from Greenhouse, tracks them in a Google Sheets pipeline, and posts a hiring status update to Slack.

pulls fromGreenhouseGoogle SheetsSlack
Eng manager "Assemble the performance review packet for each of my engineers."

Collects shipped work from GitHub and closed Linear issues per person and drafts a review packet in Google Docs.

pulls fromGitHubLinearGoogle Docs
Eng manager "Reconcile my team's tooling spend against what we budgeted."

Pulls software charges from Ramp, matches them to QuickBooks budget lines, and records the variance in Google Sheets.

pulls fromRampQuickBooksGoogle Sheets
Eng manager "Build the 30-day onboarding plan for my new hire and get accounts provisioned."

Reads the hire in Workday, requests account access in Okta, and drafts the onboarding plan in Notion.

pulls fromWorkdayOktaNotion
Eng manager "Map which teams my roadmap depends on and where they're blocked."

Traces cross-team dependency links in Jira, reads the owning teams' status in Confluence, and posts the risk list to Slack.

pulls fromJiraConfluenceSlack
Eng manager "Draft my engineering section of the quarterly business review."

Pulls product usage from Amplitude and delivery metrics from Looker and writes the QBR narrative in Google Docs.

pulls fromAmplitudeLookerGoogle Docs
Eng manager "Run a pulse on team sentiment from this month's retros."

Reads retro notes from Notion, tallies recurring themes, records the scores in Google Sheets, and shares highlights in Slack.

pulls fromNotionGoogle SheetsSlack
QA "Turn this PRD into a test plan with cases mapped to each requirement."

Reads the product spec in Notion and the design in Figma, then generates a Jira test plan with cases per requirement.

pulls fromNotionFigmaJira
QA "Give me today's bug triage sorted by severity and impact."

Merges new Jira bugs with related Sentry occurrence counts and posts a severity-ranked triage list to Slack.

pulls fromJiraSentrySlack
QA "Report the results of last night's regression run."

Reads the CI regression results from GitHub, records pass and fail counts in Google Sheets, and posts the summary to Slack.

pulls fromGitHubGoogle SheetsSlack
QA "Reconcile our open bugs against the test cases that should have caught them."

Matches open Jira bugs to existing cases in Confluence and flags the coverage gaps back into Jira.

pulls fromJiraConfluence
QA "Give me the sign-off status for this release candidate."

Checks that every test Jira issue in the milestone is closed and its GitHub check passing, then posts a sign-off summary to Slack.

pulls fromJiraGitHubSlack
QA "Show me which tests are flaky and how often they fail."

Reads CI run history from GitHub, aggregates failure rates per test in BigQuery, and posts the flakiest tests to Slack.

pulls fromGitHubBigQuerySlack
QA "Reproduce this customer bug from the support ticket and file it with evidence."

Reads the Zendesk ticket, pulls the matching Sentry error, and files a Jira bug with the repro and trace attached.

pulls fromZendeskSentryJira
QA "Find the features users hit most that our tests barely cover."

Ranks feature usage in Amplitude, compares it to test coverage tracked in GitHub, and files coverage-gap tickets in Jira.

pulls fromAmplitudeGitHubJira
QA "Build the cross-browser test matrix for this release and assign it out."

Generates the browser and device matrix in Google Sheets, creates the execution tasks in Jira, and posts assignments to Slack.

pulls fromGoogle SheetsJiraSlack
QA "Audit every bug that escaped to production last month and find the pattern."

Pulls escaped defects from Jira and their Sentry origins, then writes a root-cause analysis in Confluence.

pulls fromJiraSentryConfluence
Why not just a general assistant?

Anyone can do a task once. Hexa runs your business's workflows.

A general agent handles a one-off prompt and starts cold next time. Hexa keeps the workflow: it knows your tools, your conventions, and how your team actually works, so the same sentence works next week, for you and the teammate you shared it with, on their own accounts and under your approval policy.

Run your first one today.

Connect your tools and go. Free to start.