Operational memory, grounded in evidence

Operational memory for software teams & AI agents

Praxisome brings engineering context together and turns it into answers your team can inspect, verify, and use.

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01 / The problem

Engineering context is everywhere. Answers are nowhere.

Important decisions live across repositories, tickets, documents, and conversations. Finding the full story interrupts work and leaves teams rebuilding context that already exists.

61%of respondents spend more than 30 minutes a day searching for answers or solutions.Stack Overflow 2024 Developer Survey ↗53%agree that waiting for answers disrupts their workflow.Stack Overflow 2024 survey insights ↗69%of surveyed developers reported losing eight or more hours weekly to inefficiencies.Atlassian Developer Experience Report ↗

02 / What Praxisome does

One operational view of how your software really works.

Praxisome connects the work your team already creates, organizes the evidence, and gives people and agents a reliable place to ask what happened and why.

Connect the context

Bring together code, pull requests, tickets, documentation, and engineering decisions.

Build operational memory

Link related changes, documented decisions, constraints, and supporting evidence.

Ask. Inspect. Verify.

Get a clear, structured answer with direct citations to the original information.

Example product experience

Live context

GitHubPR #3243

Auth flow refactor

JiraAUTH-1337

Session validation

Teams#platform

Rollback constraints

SharePointADR-018

Token strategy

Retrieving permission-aware context

What must we preserve when changing authentication?

PPraxisomeSource-backed answer

Documented decisions

Authentication uses short-lived access tokens with refresh-token rotation. The service boundary was retained during the refactor.^[1][2]

Constraints to preserve

Keep server-side revocation checks and do not bypass the manual migration approval introduced after the incident.^[2][3]

What the source code shows

The auth middleware validates the signature, audience, expiry, and revocation status before forwarding a request.^[1]

Missing or uncertain

No approved source confirms whether the legacy gateway can now be removed.

Citations[1] GitHub PR #3243[2] ADR-018[3] Incident AUTH-1337

03 / Integrations

Meet your knowledge where it lives.

Connect the systems that hold engineering work, discussions, and decisions.

GitHubAvailable for the demo

NotionPlanned

Microsoft OutlookPlanned

Microsoft SharePointPlanned

SlackPlanned

Google DrivePlanned

Microsoft TeamsPlanned

JiraPlanned

04 / Security

Answers should respect the same boundaries as their sources.

Praxisome is designed for controlled access, traceable retrieval, and reviewable answers. We describe security capabilities precisely and do not claim certifications we have not earned.

Access-aware retrieval

Authorization is enforced before connected evidence is retrieved for an answer.

Role-based controls

Workspace roles separate administrative access from everyday product use.

Evidence by default

Answers link back to their supporting sources so important claims remain inspectable.

Built for accountable use

Structured uncertainty makes clear what is supported and what remains unknown.

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