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Evaluation revamp docs#719

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Evaluation revamp docs#719
khushalsonawat wants to merge 40 commits into
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docs/evaluation-revamp

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Description

Describe the changes in this pull request:

  • What feature/bug does this PR address?
  • Provide any relevant links or screenshots.

Checklist

  • Code compiles correctly.
  • Created/updated tests.
  • Linting and formatting applied.
  • Documentation updated.

Related Issues

Closes #<issue_number>

@khushalsonawat khushalsonawat self-assigned this Jul 8, 2026
khushalsonawat and others added 19 commits July 8, 2026 17:02
docs(evaluation): Eval types (three types)
docs(evaluation): Composite evals & groups (concept)
Repoints the judge-model card to concepts/judge-models, where that
content now lives after a84dce3 folded it in.
…ation

docs(evaluation): Understanding Evaluation concept
What context is (the grounding an eval checks against), the RAG/retrieval evals
that read it, knowledge base vs context, agent multi-hop context, and how to
provide it. Traced runs still map the span attribute to the eval input (not
auto-mapped). No About, minimal frontmatter, no em-dashes, cols=3, all links resolve.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
… guides/

Review fixes on the custom eval page: the Model step lists all three
options from the product UI (Use Future AGI Agents / Use other LLMs /
Function based), output types and optional settings set as bullets, SDK
response comment shows the real envelope, footer cards flow forward.

Move the four feature pages to the sidebar's guides/ structure
(running-evaluations, custom-evals, custom-models, cicd), sync titles
to the sidebar labels, and repoint every reference directly with no
new redirect entries.

The Overview hero now calls out audio-native scoring.

Signed-off-by: khushalsonawat <khushalsonawat@gmail.com>
docs(evaluation): Create a custom eval (Khushal-align)
khushalsonawat and others added 11 commits July 9, 2026 16:49
Open directly at 'What context is' with no lead paragraph, shorten the description,
and link the dataset first mention. No diagram (a flow read as forced here).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Sync the title to the sidebar label, repoint stale features/ links to
guides/, drop the invented stored-baseline claim on the CI/CD row, add
the template-to-surfaces fan-out diagram, define offline/online in
place, and link the playground row to the Explore playground overview.

Signed-off-by: khushalsonawat <khushalsonawat@gmail.com>
docs(evaluation): Running evaluations on Future AGI (hub)
Context is an input some templates declare (like output or query), not
an object in the evaluation model. Remove the page and its sidebar
entry; the grounding idea folds into Eval templates & versions later.

Signed-off-by: khushalsonawat <khushalsonawat@gmail.com>
docs(evaluation): Context concept
A guardrail is a safety-valve eval that blocks content from reaching
the user; the two run paths are the Agent Command Center gateway
(built-in, third-party, and native Protect checks) and the Protect SDK.
Drop the wrong Protect-gateway naming, the eval-template-reuse claim,
the unverified warning-header mechanics, and the material duplicated
from the Command Center guardrails page. Add the deliver-or-block
mental model diagram.

Signed-off-by: khushalsonawat <khushalsonawat@gmail.com>
docs(evaluation): Guardrails (concept)
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2 participants