feature · testing-debugging-optimization

Testing, Debugging & Optimization

Taxonomy

Platform extensibility

5 tags · 45 out · 45 in · 3 artifacts · 0 gaps · 1 corpus docs

Catalog tags

group: agentic-index; ev:inferred
maps.dm: present; status:present · ev:inferred
maps.technologies: 12; ev:primary
slug: testing-debugging-optimization; ev:primary
title: Testing, Debugging & Optimization; ev:inferred

What it is

Testing, debugging & optimization is how you know a change made the agent better: golden datasets, trajectory evals, simulation/replay, online scores, debug UIs, and quality gates in CI/CD — before and after deploy.

Observability tells you what happened; this feature tells you whether a prompt/tool/model change improved outcomes. MIT Index shows most products lack agent-specific eval disclosure.

Why it matters

Part Five owes numbers. Architecture without measurement is not progress. MIT Index: most agents lack agent-specific eval disclosure.

Related features

Observability & Auditability, Learning & Adaptation, Cost, Latency & Operational Economics

Catalog links

Graph edges for this feature — technologies, category lens, companies, DM.

Technologies

features/testing-debugging-optimization/README.md

Artifacts

dm_mappresent · features/testing-debugging-optimization/document-management.md
readmepresent · features/testing-debugging-optimization/README.md
technologies_mappresent · features/testing-debugging-optimization/technologies.md

Gaps

No open gaps for this entity.

Out · dm_axis (33)

affindadm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
candice-aidm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
docplacedm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
docsumdm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
docsumodm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
docsynecxdm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
docugamidm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
document-onedm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
docusafedm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
docuvilledm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
docuwaredm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
dokkendm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
doxsuitedm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
egnytedm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
eigenpaldm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
eldocdm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
eondocsdm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
extenddm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
hypersciencedm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
instabasedm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
klearstackdm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
kortodm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
laserfichedm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
m-filesdm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
mindeedm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
mps-docsdm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
nectaindm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
paperofficedm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
parsewisedm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
reductodm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
revverdm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
rossumdm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md
unsiloed-aidm_vendor · dm_vendor · inferred · features/testing-debugging-optimization/document-management.md

Out · maps_to (12)

abm-agent-behavior-miningtechnology · primary · features/_source/feature-technology-map.json
agent-evaluationtechnology · primary · features/_source/feature-technology-map.json
deepevaltechnology · primary · features/_source/feature-technology-map.json
guidancetechnology · primary · features/_source/feature-technology-map.json
hal-the-holistic-agent-leaderboardtechnology · primary · features/_source/feature-technology-map.json
instructortechnology · primary · features/_source/feature-technology-map.json
lmqltechnology · primary · features/_source/feature-technology-map.json
outlinestechnology · primary · features/_source/feature-technology-map.json
pm4pytechnology · primary · features/_source/feature-technology-map.json
promptfootechnology · primary · features/_source/feature-technology-map.json
ragastechnology · primary · features/_source/feature-technology-map.json
trulenstechnology · primary · features/_source/feature-technology-map.json

In · dm_axis (33)

affindadm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
candice-aidm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
docplacedm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
docsumdm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
docsumodm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
docsynecxdm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
docugamidm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
document-onedm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
docusafedm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
docuvilledm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
docuwaredm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
dokkendm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
doxsuitedm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
egnytedm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
eigenpaldm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
eldocdm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
eondocsdm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
extenddm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
hypersciencedm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
instabasedm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
klearstackdm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
kortodm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
laserfichedm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
m-filesdm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
mindeedm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
mps-docsdm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
nectaindm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
paperofficedm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
parsewisedm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
reductodm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
revverdm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
rossumdm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md
unsiloed-aidm_vendor · feature · inferred · features/testing-debugging-optimization/document-management.md

In · maps_to (12)

abm-agent-behavior-miningtechnology · primary · features/_source/feature-technology-map.json
agent-evaluationtechnology · primary · features/_source/feature-technology-map.json
deepevaltechnology · primary · features/_source/feature-technology-map.json
guidancetechnology · primary · features/_source/feature-technology-map.json
hal-the-holistic-agent-leaderboardtechnology · primary · features/_source/feature-technology-map.json
instructortechnology · primary · features/_source/feature-technology-map.json
lmqltechnology · primary · features/_source/feature-technology-map.json
outlinestechnology · primary · features/_source/feature-technology-map.json
pm4pytechnology · primary · features/_source/feature-technology-map.json
promptfootechnology · primary · features/_source/feature-technology-map.json
ragastechnology · primary · features/_source/feature-technology-map.json
trulenstechnology · primary · features/_source/feature-technology-map.json

Corpus tags (document_tags)

feature: testing-debugging-optimization
kind: feature_readme
quality: ok
slug: testing-debugging-optimization
technology: abm-agent-behavior-mining
agent-evaluation
deepeval
guidance
hal-the-holistic-agent-leaderboard
instructor
lmql
outlines
pm4py
promptfoo
ragas
trulens

Corpus documents (1)

feature_readme · 1

Testing, Debugging & Optimization · ok
features/testing-debugging-optimization/README.md

Research path: features/testing-debugging-optimization