Software.
Every package version, advisory, rollout, end-of-support date and outage.
Reading…
Power your idea with Panbiota → · Open the instrument · Intelligence, not advice.
What it answers.
- Has someone just published a package with a name one letter away from one we depend on?
- Which of today's new advisories affect the packages we run in production, and is there a fix yet?
- Is our build failing because of our own change, or because a code host or package registry is having an outage?
- If a package deep in our dependencies turned harmful tonight, how many of our services would pull it, and for how long?
- At today's upgrade pace, how much real use of our library will still sit on unsupported versions on the day support ends?
- Does a stalled browser rollout tend to bring a fix release within a week?
Who uses it.

Security teams at banks, insurers and payment firms
What to patch first? Alerts only when an advisory touches a package you run, ranked by severity and likely exploitation.

Analysts and funds following listed software companies in the US, Europe and Asia
Between results: are developers taking up a company's tools faster or slower? Downloads, installs, release pace and outage minutes.

Site reliability and platform engineers
Roll back or wait for the supplier? An outage board shows whether a code host or registry you rely on has declared an incident.

Technology risk officers and auditors at banks, hospitals and government bodies
Still receiving security fixes? Evidence of each version's end of support and each fix release, for regulators and boards.

Maintainers of widely used packages and the companies that make developer tools
When to drop an old version? Each version's share of daily downloads shows real use left, and how fast users move on.
What we model, test and run.
Look-alike wave
A burst of new packages from one publisher, names a letter off popular ones, removals rising. Caught as the first names land, with how far such waves have spread before, and how fast they were cleared.
Upstream fix, distribution lag
Days between a maintainer's security fix and the same fix in your distribution's archive. Does the gap beat building it in-house and losing distribution support?
Stalled rollout, then a fix
When a browser rollout stalls two days or more: how often a replacement release follows within a week.
Poisoned-version simulation
A package deep in your dependencies turns harmful, run across your own build schedule. Out: services pulling it and hours exposed. Guides what to pin and how long to wait.
Dependency guard engine
Watches every publish, advisory, removal and outage touching your components. Tickets raised, bad versions blocked, safe versions pinned, releases held. Runs in your systems, on your rules.
What we build for you.
Patch-first ranker
Each new advisory scored against your package list: severity, likely exploitation, services affected. Plus a range of days until a fix, so you patch, pin or wait.
Look-alike package scanner
Each new package name checked against the most downloaded, flagging a swapped letter or extra hyphen. Shows the new name, its target and when it appeared.
Outage board
One row per service at your code hosts and registries, amber or red on declared incidents. Each open incident gets a likely duration.
End-of-life exposure projection
Each version's end-of-support date beside its downloads and upgrade pace. Simulated forward: how much use is still unsupported on the day support ends.
Rollout and upgrade curves
Each release tracked as it spreads: browser versions by user share, library major versions by download share. Alerts on a stall, often an early sign of a bug.
Delivered to you.

Supply-chain watch
Live alerts and a morning briefing timed for London, New York or Singapore. An assistant in your chat says which services pull a package.

Dependency and end-of-life review
Every component listed with licence position, open advisories and end-of-support date, handed over as a software bill of materials. Poisoned-version simulation included.

Outage timelines
After a major code-host or registry outage: a timeline of what was declared against what actually happened.

Adoption readings
Weekly downloads, installs, release pace and developer discussion per release, for tool makers and analysts. Intelligence, not advice.
Reading…
Power your idea → · Open the instrument · Intelligence, not advice.
We build the intelligence.