Platform›Context engine

Agents that work from what your company actually knows.

Devtech Forge AI digests your company data across systems, understands how they relate, and keeps that picture current. Agents draw on it, reason over it, and execute actions across those systems.

Behind the scenes

Not a search box over your documents.

Forge doesn't copy files into a database and hope for the best. It reads each source the way a good new hire would, learns how the pieces fit together, and keeps that understanding current.

Read

Each source on its own terms

Code by file and line. Tickets as summary, description and discussion. Chat as threads and conversations rather than one endless log. Alerts with their stack traces. Every source becomes something an agent can quote precisely.

Understand

Meaning, not just keywords

Everything is captured by what it means, so "login timeouts since the release" finds the ticket titled "session refresh regression" and the commit behind it. The models that do this run inside your instance.

Link

The connections between things

Which issues block each other, how pages nest under each other, which commit touched which file, which pull request closed which ticket. Agents can follow a thread from an alert to the change that caused it.

Distil

Notes of its own

Forge writes short summaries of what a channel, a repository or a space is about, each one traceable to the records it came from, so an agent gets the gist before it goes looking for the detail.

Remember when

A sense of time

Everything carries its history: when a ticket moved, who changed a file and when, what shipped in which release. "What changed last week" is answered from the record, not guessed.

Assemble

The best of every source at once

One question is put to every connected source together. The strongest evidence from each is brought forward, near-duplicates are collapsed, and the agent is handed a compact, varied set of facts to reason over.

Always current

No stale exports. No "as of last quarter".

Every connected source is checked on a schedule you choose, from one to thirty minutes. Forge fetches what changed, refreshes only that, and retires what was deleted, so the picture your agents work from is at most minutes old.

DETECT

Ask each source what changed

Each connector knows how to ask its provider for changes since the last cycle: commits since a ref, tickets updated after a timestamp, pages modified in a space. Overlap windows catch late writes.

REFRESH

Update only what moved

Content is fingerprinted. Unchanged items are skipped; changed items are re-read and replaced in place. There is never a moment where a source disappears from answers while it refreshes.

PRUNE

Forget what was deleted

Items that vanished upstream are retired after the cycle completes, so a closed channel or deleted page stops informing answers without a manual purge.

Answers you can check

Every claim points back to its source.

Nothing an agent tells you is unsourced. Every piece of evidence it works from carries where it came from, and every answer shows its sources as citations you can open in one click and check for yourself.

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