Project context

Stop piecing the project
together for every task.

Requirements, decisions and test results often live in different places. KlugSpice connects them so engineers and AI agents can find the information they need and check where it came from.

Project context

One project picture.
Ready for every task.

Connect standards, project data and decisions once. Reuse the knowledge in every task.

  • Original sources stay linked.
  • Updates inform the next task.
One connected project picture
StandardsCompany processProject dataPast projectsDecisions
RequirementsDesignsShared contextTestsEvidence

Sources stay linked

EngineeringAssessmentCoding agents
How we build context

Give AI the full picture.
Get work that fits your project.

AI needs more than a single document to produce useful engineering work. KlugSpice brings together product needs, standards, design decisions and test evidence. This shared project knowledge is the Project Intelligence Layer.

01Start with your informationBring project sources together.
02Set the rules for AIChoose who reviews and approves.
03Let AI prepare the workDraft, analyse and check.
HOW SOURCES BECOME USEFUL CONTEXTFive connected steps
  1. 1

    Bring the information into one structure.

    Read the documents and tool data you select. Put information from different formats into a common structure so it can be used together.

    Different formats → usable project information
  2. 2

    Connect what belongs together.

    Identify requirements, decisions, designs and tests, then link related items. This creates a knowledge graph: a map showing why a requirement exists, what implements it and how it is tested.

    Separate items → a connected project picture
  3. 3

    Keep the source behind every answer.

    Keep a record of where the information came from. Engineers can follow an answer back to the original document, decision or test result before relying on it.

    A recommendation → sources you can inspect
  4. 4

    Make changes and conflicts visible.

    Flag outdated records and information that disagrees. If a meeting decision conflicts with a requirement, show both so an engineer can resolve it.

    Hidden inconsistencies → clear review questions
  5. 5

    Give each agent the context its task needs.

    Select the requirements, design limits, interfaces, decisions and test expectations relevant to the task. The agent gets the information it needs to prepare useful work.

    Project knowledge → the right information for the task

One shared project picture. Less repeated explanation.

Every suite uses the same project knowledge. Approved updates inform the next task, so teams can carry decisions forward instead of explaining the project again at each handoff.

What connected context makes possible

A change comes in.
See what it means for the work.

A change to one requirement can affect several designs and tests. See the linked work and evidence in one place, then decide what needs updating.

KlugSpiceChange impactSample data
Parking response100 ms → 80 msProposed change
Record details SYS-042Select a node to explore

Bring the conflict into the review.The meeting decision and current requirement disagree. Show both sources and ask the engineer to resolve the intended change.

Carry the decision forward.Prepare the affected work, source links and review questions. Approved updates become context for the next engineering task.

End-to-end traceability

Follow the work.
Back to the reason behind it.

Need to show why a requirement exists and how it was tested? Follow its links to the original rule or decision, the design and the test results. See where evidence still needs attention.

KlugSpiceTraceabilitySample data
5Requirements
3 / 5All links present
2With gaps
1Needs review
5 requirements shown
RequirementSourceDesignTestEvidenceStatus
MD-012ARCH-017TST-042EV-018Needs review
NEED-006ARCH-021TST-043EV-022Linked
SAFE-009ARCH-023TST-044Missing evidence
NEED-008ARCH-024Missing test
NEED-011ARCH-028TST-046EV-029Linked
Requirement details SYS-042
Respond to a parking request

All links are present, but the proposed response-time change means the requirement and existing test evidence need review.

Context for AI coding agents

Faster code needs
better context.

Coding agents move quickly. Missing requirements or unclear interfaces can turn into wrong assumptions, extra review and rework just as quickly.

KlugSpice gives your coding agent the relevant requirements, design details and test expectations in your coding tool, so it has fewer gaps to fill with assumptions.

Cursor
Claude Code
GitHub Copilot
Explore the Context Suite
WHAT YOUR CODING AGENT RECEIVESSelected for the coding task
01 Requirements
What the product must do and the acceptance criteria.
02 Architecture
Where the behaviour belongs and how components connect.
03 Interfaces
Inputs, outputs and how components depend on each other.
04 Safety & cybersecurity
The constraints the implementation must respect.
05 What to test
What must be demonstrated and how the result will be checked.

From shared project context to your IDE.An IDE connector brings this information into your coding tool as a package for the task. Engineers still review the result.

Useful answers

Make project knowledge useful to every task.

What does the project knowledge graph connect?

It connects requirements, architecture, interfaces, tests, evidence and approved decisions with their sources. Those relationships help a task find relevant information and help an engineer understand what may be affected by a proposed change.

How is project context kept current?

Approved changes can update the connected project information and the context prepared for later tasks. Source references and versions are retained so engineers can see which information was used and review conflicts or outdated inputs.

Start with your work

See KlugSpice in action.

Tell us which task takes too much time. See how KlugSpice can help engineers prepare the work and review the result.

Request a trial licenseOne project. One workflow. Clear success criteria.