Capabilities
Code, errors, analytics, tickets, and team context — connected and visible.
Your team checks Sentry for errors, GitHub for code, PostHog for analytics, Jira for tickets, and Slack for context. Glue connects them all. Error spikes map to modules. Usage data ties to features. You see the full picture instead of fragments.
Drop a ticket into Glue. It tells you which modules are affected, which files to touch, what could break, and gives you a step-by-step execution plan — grounded in your real architecture, error history, and usage patterns.
Senior engineer leaves → team efficiency drops 48% for six months. Glue maps knowledge continuously. Bus factor of 1? You see it today, not at the exit interview.
3-6 months to productivity. Weeks reading stale docs. 'Ask Sarah' as the onboarding plan. Glue: new hires explore the entire product — code, errors, analytics — from day one.
"Alert the team when error rates spike." "Post a weekly health report to Slack." "Draft a postmortem when a deploy causes regressions." Describe what you want in plain English. Glue builds the workflow and runs it.
The numbers
on understanding toil
Debugging, context-switching, searching — not building.
Stripe
speed reduction from debt
Technical debt reduces development speed by a third.
Kong
efficiency drop when key dev leaves
Team output drops nearly half for six months after a senior departure.
Industry research
feel undertrained at onboarding
Remote workers report feeling undertrained from day one.
Jellyfish
daily searching for solutions
Engineers spend 30+ minutes daily searching across fragmented tools.
Stack Overflow 2024
of projects exceed budget
Root cause: no visibility into the full product picture.
McKinsey
Details
Sentry errors mapped to the exact modules and files that cause them.
PostHog analytics tied to actual product features and workflows.
Stop context-switching between 10 tabs. One system, full picture.
AI classifies, deduplicates, and prioritizes — up to 20 tickets at once.
See which features, files, and dependencies a ticket touches.
Step-by-step plans with files, patterns, and risks — ready for the sprint.
Modules depending on one person — flagged before they give notice.
Team strengths across features, languages, system layers.
Spread knowledge proactively. Don't wait for the crisis.
New engineers ask the product, not senior staff. 8-second answers.
Auto-generated, always current. Updates as code changes.
From 6 months to 6 weeks. $240K saved per hire.
Describe the goal. Glue figures out the data, triggers, and actions.
Agents pull from code, errors, analytics — then act on Slack, Jira, or email.
Auto-fire for trusted alerts. Auto-draft for review. PM-initiated for strategic actions.
