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CarbonAI Engineering 20 October 2026 · Update

Engineering Update

A regular look at what the CarbonAI engineering team is building, shipping, and improving.

Open Bugs
2
Open bugs
Service Desk Tickets
3
Open tickets
⚠️
Blockers
⏸️ Summary of rating-letter changes on the Project Ratings dashboard: waiting on input from the Data Science team before development can continue.
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Sprint Progress

With the new production website live last week, a new sprint is under way. The focus is on the Carbon Insights redesign, a more capable research agent, and subscriptions. Highlights:

AI-assisted pull request reviews for the data pipeline
An AI review agent now checks pull requests to the market data pipeline, giving the team an extra pair of eyes on every change.
Carbon Insights redesign
The redesigned company view pages are in review, along with a fix for company cards showing a blank Industry. Data filters are also being added to every page of the Carbon Insight report.
Smarter research agent
The researcher is getting better at reading PDFs, will wind down gracefully as a request nears its time limit, and is gaining a new skill to query TII scores directly.
Subscriptions
Stripe payments are being integrated and tested end to end, with subscriptions syncing automatically into our CRM.
Project ratings
The ratings validation framework is being extended with new rule categories and rating checks, and project identifiers are being standardised across the ratings app.
Sign-in fixes
A fix for sign-out not completing correctly is in QA.
Analytics, data and quality
Background work includes heatmaps, session insights and chat analytics through PostHog, scoping a new Regulation & Standards index, usage tracking for report data, more robust methodology normalisation in the data pipeline, expanded QA automation, and deployment pipeline improvements.
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Bugs

There are 2 open bugs: chat titles being cut off in shared chat links, and a check on the reputation analysis in project ratings.

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Service Desk

There are 3 open Service Desk tickets, all requests to expand market data and pricing coverage. The team is working through them.