Aegis: Closed-Loop Intelligence Engine
Ground behavior, improve it, and defend every ship decision with evidence.
Mode
Eval-first
Release
Gate-aware
Reports
Shareable
Access
Accounts enabled
Shell policy
The workspace chrome does not inject sample benchmark rows, synthetic scores, or decorative regression traces. Live evidence belongs in the closed loop, research runs, review queue, and release train after a real workspace is populated.
Closed Loop
Import traces, run the strict loop, and open the dossier.
Research Runs
Measure benchmark deltas and investigate candidate behavior.
Review Queue
Attach ownership, severity, and operator judgment.
Release Train
Persist gate state beside the same artifact lineage.
Launch-grade proof should be grounded in persisted artifacts, not shell placeholders.
surface
purpose
required
owner
dataset
fixed benchmark contract
yes
research
comparison
baseline vs candidate delta
yes
operator
review
annotated release judgment
yes
human
promotion
gate outcome + lineage
yes
release
Workspace

Run evals, explain what broke, and make every release decision defensible.

Aegis should feel like a research control room: benchmark the workflow, compare what changed, inspect the evidence behind weak behavior, and hand the team a result that survives release review.

Recent runs
0
Recent research runs in this workspace.
Average score
0.0%
Current mean across the active research window.
Dimensions reviewed
0
Scored dimensions flowing into reports and reviews.
Blocked / watch
0
Runs that still need attention before they ship.
Operating loop
Where the workspace stands right now.
Stage 1
Start
Benchmark locked
Start with one saved suite so the eval loop has a stable benchmark.
Stage 2
Pending
Research underway
Launch the first run so the workspace has real evidence to inspect.
Stage 3
Pending
Human review active
Move from scoring to judgment with templates, notes, and ownership.
Stage 4
Pending
Release posture
Promote a baseline and run a release gate once the report is trustworthy.
Eval launchpad
Restoring your workspace controls...
Launch checklist
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Release posture
The shipping picture in one glance.
Approved
0
Reports ready to support a release decision.
Baselines
0
Runs currently promoted as saved release baselines.
Need attention
0
Candidate runs that need another human pass.
Blocked
0
Runs that should not ship in their current state.
Recent research runs
Latest evidence from the loop
Launch another eval
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Pulling your latest research runs...
System map
Three motions, one workspace
Benchmark and compare
Benchmark and compare

Use saved datasets, compare snapshots, and release gates to make model changes measurable instead of anecdotal.

Review and defend
Review and defend

Keep the report tied to operator judgment with reusable templates, annotations, and explicit release decisions.

Inspect the runtime path
Inspect the runtime path

Open traces, memory, and intervention labs only after the eval tells you what actually failed and why.