feat: automatic context embedding

[me-marcel]

CONCEPT ONLY!

THIS IS ONLY A PROOF OF CONCEPT! IT IS NOT A FINAL IMPLEMENTATION AND MAY NOT BE MERGED UNTIL IT IS FINALIZED.

---

Pull Request

Current Behavior

Expected Behavior

Related Issue(s)

Type of Change

• 🐛 Bug fix (non-breaking change which fixes an issue)
• ✨ New feature (non-breaking change which adds functionality)
• 💥 Breaking change (fix or feature that would cause existing functionality to not work as expected)
• 📚 Documentation update
• 🔧 Refactoring (no functional changes, no api changes)
• ⚡ Performance improvement
• 🧪 Test improvements
• 🎨 Style/formatting changes
• 🔒 Security improvements

Checklist

Code Quality

• Code follows the project's style guidelines
• Self-review of code has been performed
• Code is commented, particularly in hard-to-understand areas
• Corresponding changes to documentation have been made
• Changes generate no new warnings

Testing

• New and existing unit tests pass locally
• Tests have been added that prove the fix is effective or that the feature works
• All affected projects build, test, and lint successfully
• E2E tests have been run (if applicable)

Compliance

• All commits use conventional commit format (e.g. feat:, fix:, docs:)
• Application and library boundaries and dependencies are valid
• Code follows the project’s style and quality practices
• Nx is used for build, test, and lint (e.g. nx prepush, nx affected)

Documentation

• Relevant docs and READMEs have been updated to reflect changes
• API or public contract changes are documented (if applicable)

Additional Notes

Reviewer Guidelines

• Please ensure all checklist items are verified
• Pay special attention to breaking changes and their impact
• Verify that all tests pass and code quality standards are met
• Check that documentation is updated appropriately

---

Questions or concerns? Contact the development team at hi@forepath.io

[github-actions]

Code Coverage

apps/backend-agent-controller	0.00%	✅ 0.00%

Coverage Report

File	% Stmts	% Branch	% Funcs	% Lines	Uncovered Line #s
All files	0	0	0	0

apps/backend-agent-manager	0.00%	✅ 0.00%

Coverage Report

File	% Stmts	% Branch	% Funcs	% Lines	Uncovered Line #s
All files	0	0	0	0

apps/frontend-agent-console	100.00%	✅ 0.00%

Coverage Report

File	% Stmts	% Branch	% Funcs	% Lines	Uncovered Line #s
All files	100	100	100	100
...component.html	100	100	100	100
app.component.ts	100	100	100	100

apps/frontend-billing-console	100.00%	✅ 0.00%

Coverage Report

File	% Stmts	% Branch	% Funcs	% Lines	Uncovered Line #s
All files	100	100	100	100
...component.html	100	100	100	100
app.component.ts	100	100	100	100

libs/domains/framework/backend/feature-agent-controller	66.38%	❌ ▾ -1.17%

Coverage Report

File	% Stmts	% Branch	% Funcs	% Lines	Uncovered Line #s
All files	66.38	42.92	50.98	66.7
src	100	100	0	100
index.ts	100	100	0	100
...ib/controllers	86.33	69.27	68.38	85.63
...controller.ts	87.5	100	50	83.33	12
...controller.ts	81.81	100	33.33	77.77	17,27
...controller.ts	92.59	100	83.33	92	118-120
...controller.ts	85.71	100	50	83.33	29-31
...controller.ts	80	100	50	77.77	40-42,52-53
...controller.ts	100	100	100	100
...controller.ts	96.61	100	94.11	96.49	203-204
...controller.ts	89.25	68.61	97.36	89.09	...29,625-629,633
...controller.ts	100	92.85	100	100	29
...controller.ts	61.11	100	6.66	58.82	...11,120,125,131
...controller.ts	93.93	83.33	85.71	93.54	133-135
...controller.ts	66.66	100	12.5	63.15	...28,34,39,48,58
...controller.ts	54.05	0	7.69	51.42	...16-118,123,129
src/lib/dto	100	100	100	100
...sponse.dto.ts	100	100	100	100
...sponse.dto.ts	100	100	100	100
...client.dto.ts	100	100	100	100
...server.dto.ts	100	100	100	100
...client.dto.ts	100	100	100	100
...o/filter-rules	94.11	100	0	94.11
...r-rule.dto.ts	86.66	100	0	86.66	35,53
...sponse.dto.ts	100	100	100	100
index.ts	100	100	100	100
...r-rule.dto.ts	100	100	100	100
.../dto/knowledge	92.3	0	0	92.3
...e-node.dto.ts	100	100	100	100
...lation.dto.ts	81.81	0	0	81.81	20,26
index.ts	100	100	100	100
...sponse.dto.ts	100	100	100	100
...sponse.dto.ts	100	100	100	100
...e-node.dto.ts	100	100	100	100
...e-node.dto.ts	83.33	0	0	83.33	5
...ket-automation	92.5	100	0	92.5
...tonomy.dto.ts	90.9	100	0	90.9	24
index.ts	100	100	100	100
...sponse.dto.ts	100	100	100	100
...sponse.dto.ts	100	100	100	100
...mation.dto.ts	90.47	100	0	90.47	32,61
...ib/dto/tickets	98.07	0	0	98.07
...d-body.dto.ts	100	100	100	100
...omment.dto.ts	100	100	100	100
...ticket.dto.ts	100	100	100	100
index.ts	100	100	100	100
...ticket.dto.ts	100	100	100	100
...ession.dto.ts	100	100	100	100
...sponse.dto.ts	100	100	100	100
...sponse.dto.ts	100	100	100	100
...sponse.dto.ts	100	100	100	100
...ticket.dto.ts	90.9	0	0	90.9	33
src/lib/entities	89.96	100	24.13	90.3
...ent.entity.ts	78.57	100	0	81.81	14,21
...get.entity.ts	85	100	0	88.23	16,23
...ule.entity.ts	82.6	100	0	89.47	38,41
...omy.entity.ts	88.23	100	0	86.66	12,34
...ing.entity.ts	90.47	100	0	89.47	28,35
...ode.entity.ts	76.92	100	0	81.81	27,42,46,68
...node.enums.ts	100	100	100	100
...ity.entity.ts	88.88	100	0	87.5	15,33
...ion.entity.ts	89.47	100	0	88.23	15,41
...nce.entity.ts	94.44	100	0	93.75	25
...ent.entity.ts	93.75	100	0	92.85	32
...rop.entity.ts	88.88	100	25	88	27,34,41
...lag.entity.ts	88.88	100	25	88	26,33,40
...-io.entity.ts	90.9	100	40	90.32	36,43,50
...ser.entity.ts	88.88	100	0	87.5	39,43
...ent.entity.ts	100	100	100	100
...ent.entity.ts	85.71	100	25	85	46,53,60,67,74,81
...nce.entity.ts	94.73	100	0	94.11	33
...ser.entity.ts	100	100	100	100
...ity.entity.ts	88.88	100	0	87.5	15,33
...ase.entity.ts	85	100	0	83.33	12,22,40
...tep.entity.ts	87.5	100	0	85.71	14,33
...run.entity.ts	96.55	100	0	96.29	17
...ion.entity.ts	86.2	100	0	85.18	18,29,41,92
...tion.enums.ts	100	100	100	100
...ion.entity.ts	88.23	100	0	86.66	14,21
...ent.entity.ts	86.66	100	0	84.61	14,21
ticket.entity.ts	78.57	100	0	83.33	23,30,34,66
ticket.enums.ts	100	100	100	100
src/lib/gateways	60.63	40.76	46.37	60.55
...ts.gateway.ts	57.14	39.41	45.45	57.06	...1266,1279-1285
...rd.gateway.ts	70.31	44.64	42.85	70.49	...,95-97,101-103
...rd.gateway.ts	81.53	51.78	57.14	82.25	51-67,95-97
src/lib/modules	99.13	50	66.66	99.06
...nts.module.ts	100	50	100	100	112
...les.module.ts	93.75	100	0	92.85	29
...dge.module.ts	100	100	100	100
...ics.module.ts	100	100	100	100
src/lib/providers	18.06	6.89	24.39	17.2
...n.provider.ts	9.73	3.79	10.52	9.43	46-495
...r.provider.ts	11.57	3.37	12.5	10.86	44-447
...er.factory.ts	100	100	100	100
...b/repositories	23.45	4.72	38.96	26.1
...repository.ts	90.9	100	87.5	92.85	90-94
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...repository.ts	9.64	0.81	6.25	10.74	...68-256,288-813
src/lib/services	62.33	43.3	60.26	62
...nt.service.ts	93.61	76.92	87.5	93.33	44,68,100
...er.service.ts	23.95	6.89	9.09	23.33	48-232
...or.service.ts	93.93	68.02	86.95	93.84	...28,542,548,569
....scheduler.ts	70.83	56.25	60	68.18	18-20,26,40-43
...my.service.ts	80	57.14	87.5	77.77	52-59,87
...xy.service.ts	72.85	37.5	78.94	74.24	...83-195,216-224
...xy.service.ts	88.52	75.47	91.66	88.13	...33,135,143-144
...xy.service.ts	89.47	72.6	94.11	89.18	...35,137,145-146
...xy.service.ts	68.26	64.48	68.18	68.31	...52,290,356-401
...xy.service.ts	68.05	49.09	47.82	67.14	...10-290,317-344
...me.service.ts	36.36	0	16.66	30	19-51
....constants.ts	100	100	100	100
...xy.service.ts	56.81	12.82	62.5	54.76	...,85-96,111-119
...ts.service.ts	88.82	74.69	85.29	88.34	...23,367,394,415
....scheduler.ts	82.75	66.66	40	81.48	21-29
...nc.service.ts	36.36	0	33.33	33.33	36,46,53-112
...es.service.ts	18.57	2.97	33.33	17.64	...67-194,204-301
....constants.ts	100	100	100	100
...me.service.ts	69.23	0	75	63.63	21-27
...ee.service.ts	30.69	24.68	33.33	30.71	...63,770,787-820
...ng.service.ts	88.65	71	81.81	88.29	...17,121,422,453
...on.service.ts	15.15	0	6.25	13.68	46-215
...nc.service.ts	35.29	0	33.33	31.25	27-79
...nc.service.ts	52.94	100	50	46.66	22-37
...ry.service.ts	61.86	20.65	52.17	64.15	...45,584,598-600
...nc.service.ts	52.94	100	50	46.66	21-32
...cs.service.ts	82.4	73.52	83.33	81.35	...34,461-465,518
...nc.service.ts	75.55	45.83	57.14	74.41	66-83,95-97
...on.service.ts	75.69	70.75	67.85	76.32	...63,567,571,652
....constants.ts	100	100	100	100
...me.service.ts	100	100	100	100
...ts.service.ts	54.96	41.26	57.97	54.96	...1097,1167-1175
...ces/embeddings	24.44	17.5	10.52	22.5
...ex.service.ts	23.88	6.66	9.09	22.22	32-146
...g.provider.ts	26.08	50	12.5	23.52	18-46
src/lib/utils	96.58	91.22	97.14	96.53
....constants.ts	100	100	100	100
...re-routing.ts	100	100	100	100
...le-partial.ts	100	100	100	100
...sage.utils.ts	95.45	84.61	100	95.45	44
...asks.utils.ts	100	100	100	100
...-sanitizer.ts	100	96	100	100	45
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....constants.ts	100	100	100	100
...anch.utils.ts	100	100	100	100
...me-mappers.ts	100	83.92	100	100	20,34-35,42-58
...asks.utils.ts	100	96.66	100	100	29
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...validation.ts	95.34	95.34	100	95.23	63,78

libs/domains/framework/backend/feature-agent-manager	76.36%	❌ ▾ -0.02%

Coverage Report

File	% Stmts	% Branch	% Funcs	% Lines	Uncovered Line #s
All files	76.36	56.67	83.88	75.96
constants	100	100	100	100
...n-settings.ts	100	100	100	100
controllers	93.84	63.63	98.63	93.36
...controller.ts	97.14	0	92.85	96.96	121
...controller.ts	100	91.66	100	100	154
...controller.ts	78.26	55.76	100	77.61	...91,178-182,186
...controller.ts	100	100	100	100
...controller.ts	100	63.63	100	100	73-114
...controller.ts	100	100	100	100
...controller.ts	100	100	100	100
...controller.ts	100	100	100	100
...controller.ts	100	100	100	100
dto	95.61	100	0	98.19
commit.dto.ts	100	100	100	100
...-agent.dto.ts	78.57	100	0	100
...branch.dto.ts	100	100	100	100
...riable.dto.ts	100	100	100	100
...e-file.dto.ts	100	100	100	100
...r-rule.dto.ts	90.9	100	0	90.9	26
...nt-run.dto.ts	100	100	100	100
move-file.dto.ts	100	100	100	100
...kspace.dto.ts	100	100	100	100
...ptions.dto.ts	100	100	100	100
rebase.dto.ts	100	100	100	100
...nflict.dto.ts	100	100	100	100
...mmands.dto.ts	90.9	100	0	90.9	16
...-files.dto.ts	100	100	100	100
...-files.dto.ts	100	100	100	100
...-agent.dto.ts	100	100	100	100
...riable.dto.ts	100	100	100	100
...r-rule.dto.ts	100	100	100	100
...erride.dto.ts	100	100	100	100
...e-file.dto.ts	100	100	100	100
entities	96.29	100	16.66	95.79
...ble.entity.ts	92.85	100	0	91.66	26
...ent.entity.ts	93.75	100	0	92.85	23
...age.entity.ts	92.85	100	0	91.66	25
agent.entity.ts	100	100	100	100
...ion.entity.ts	94.44	100	0	93.75	26
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gateways	54.01	32.27	51.35	54
...ts.gateway.ts	54.01	32.27	51.35	54	...2504,2605-2609
modules	100	100	100	100
agents.module.ts	100	100	100	100
providers	100	100	100	100
...er.factory.ts	100	100	100	100
...er.factory.ts	100	100	100	100
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...er.factory.ts	100	100	100	100
providers/agents	85.34	73.52	93.54	84.64
...t.provider.ts	81.81	74.66	92	81.25	...70,477,486-499
...t.provider.ts	96.15	100	93.75	95.83	118
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providers/filters	100	100	100	100
...hat-filter.ts	100	100	100	100
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...hat-filter.ts	100	100	100	100
...ders/pipelines	83.46	70.86	98	82.52
...b.provider.ts	82.97	70.75	96	82.08	...26,439,444-445
...b.provider.ts	84.03	71.11	100	83.03	...08,441,445,449
repositories	90.95	58.62	87.32	90.11
...repository.ts	100	100	100	100
...repository.ts	66.66	0	33.33	60	17-33
...repository.ts	100	100	100	100
...repository.ts	88.88	100	83.33	88	72-85
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...repository.ts	96	100	87.5	95.65	40
...repository.ts	100	50	100	100	33
...repository.ts	47.05	0	20	40	16-43
services	73.68	61.26	81.42	73.47
...es.service.ts	73.14	40.47	66.66	74.75	...36-239,247,254
...em.service.ts	84.58	65.88	100	84.32	...31,654,685-686
...ts.service.ts	41.17	0	20	33.33	14-44
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...ts.service.ts	72.25	69.51	87.5	71.98	...-993,1036-1037
...ig.service.ts	100	100	100	100
...ts.service.ts	72.32	53.12	68.18	73.33	...27,331,352-356
...er.service.ts	70.45	64.24	72.61	70.29	...1565,1648-1750
...er.service.ts	100	100	100	100
...he.service.ts	100	100	100	100
...te.service.ts	66.66	37.5	100	64.51	23,30-34,54,61-77
...es.service.ts	95.34	83.33	100	95	41,93
utils	91.66	85.39	100	91.5
...er-context.ts	100	100	100	100
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...transcript.ts	87.87	78.43	100	87.5	...44-145,154,165
...path.utils.ts	100	100	100	100
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...ompt.utils.ts	100	100	100	100

libs/domains/framework/frontend/data-access-agent-console	83.62%	✅ 0.00%

Coverage Report

File	% Stmts	% Branch	% Funcs	% Lines	Uncovered Line #s
All files	83.62	56.66	73.02	83.67
services	79.05	71.68	69.53	77.37
...ts.service.ts	100	100	100	100
...ts.service.ts	83.33	100	70.58	82.14	91-119
...ts.service.ts	47.22	30	37.5	44.11	...37,156,174-193
env.service.ts	100	100	100	100
files.service.ts	100	100	100	100
...es.service.ts	94.73	100	83.33	94.11	40
...ge.service.ts	26.08	0	0	19.04	21-77
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vcs.service.ts	100	100	100	100
...ig.service.ts	83.33	100	50	80	35-42
state/agents	98.46	78.4	98.53	98.07
...ts.actions.ts	100	100	100	100
...ts.effects.ts	97.36	52.94	100	97.32	306,362-363
agents.facade.ts	92.1	100	90	91.66	128-146
...ts.reducer.ts	100	93.93	100	100	224,355,377,399
....selectors.ts	100	95.23	100	100	126-133
...agent-autonomy	90.9	57.14	88.88	91.42
...my.actions.ts	100	100	100	100
...my.effects.ts	85.18	58.82	100	85.18	37,44-48
...omy.facade.ts	100	100	100	100
...my.reducer.ts	83.33	50	75	83.33	43,70
....selectors.ts	91.66	100	80	100
state/clients	78.61	50.48	61.01	79.01
...ts.actions.ts	100	100	100	100
...ts.effects.ts	83.33	42.59	70.96	83.33	...01-306,315-320
...nts.facade.ts	71.42	100	44	70.21	164-239,276-303
...ts.reducer.ts	63.23	68.18	61.53	61.53	...78-383,401-403
....selectors.ts	77.63	51.85	55.26	82.5	...65,68,71,81,84
state/deployments	77.18	9.09	61.14	73.94
...ts.actions.ts	100	100	100	100
...ts.effects.ts	41.17	7.14	24.56	41.17	...61-266,276-281
...nts.facade.ts	90	100	73.68	89.58	206-234
...ts.reducer.ts	72.34	50	69.76	72.34	...99,316,334,352
....selectors.ts	100	100	100	100
state/env	84.83	50	78.5	87.21
env.actions.ts	100	100	100	100
env.effects.ts	71.18	9.67	86.2	71.18	...5,62,72,93-124
env.facade.ts	66.66	100	52.63	64	84-168
env.reducer.ts	96.49	50	95.83	96.36	102-104
env.selectors.ts	88.75	100	74.28	100
state/files	97.12	79.27	92.91	100
files.actions.ts	100	100	100	100
files.effects.ts	100	65.71	100	100	...86,114,141,160
files.facade.ts	100	60	100	100	139-219
files.reducer.ts	100	90.9	100	100	299,383,397,411
....selectors.ts	89.28	81.48	75	100	61,86-118
...e/filter-rules	77.9	38.7	60.52	77.9
...es.actions.ts	100	100	100	100
...es.effects.ts	66	37.03	38.09	66	...20-125,135-140
...es.reducer.ts	90.47	50	88.23	90.47	60-61
state/knowledge	76.04	22.05	62.06	76.11
...ge.actions.ts	100	100	100	100
...ge.effects.ts	69.73	12	68.18	69.73	...79,194,219-228
...dge.facade.ts	96.29	100	90	96	74
...ge.reducer.ts	31.03	42.85	23.8	32.14	...,88-94,108-138
....selectors.ts	93.33	75	83.33	100	37
...e-board-socket	74.13	39.06	55.88	74.78
...et.actions.ts	100	100	100	100
....constants.ts	100	100	100	100
...et.effects.ts	71.27	39.06	61.29	71.27	...40,257-259,295
....selectors.ts	62.5	100	0	71.42	9,13
state/sockets	83.2	65.26	74.14	83.33
....constants.ts	100	100	100	100
...ts.actions.ts	100	100	100	100
...ts.effects.ts	65.15	30.66	57.77	64.61	...39-451,462-465
...ets.facade.ts	88.23	80	77.77	89	...05-334,349-353
...ts.reducer.ts	95.19	80.19	100	95.19	...12,376,400,425
....selectors.ts	82.25	68	71.11	82.22	...27-146,184,203
sockets.types.ts	100	100	100	100
state/statistics	81.3	23.07	66.39	84.02
...cs.actions.ts	100	100	100	100
...cs.effects.ts	83.87	24.13	80.48	86.44	98-104,172-177
...ics.facade.ts	76.92	100	55	75.67	...35-145,155-170
...cs.reducer.ts	73.52	100	70	73.52	...09,226-243,260
....selectors.ts	76.56	20	51.61	84.84	18,27,30,33,36
state/stats	90.09	79.41	87.5	91.48
stats.actions.ts	100	100	100	100
stats.effects.ts	100	83.33	100	100	17
stats.facade.ts	95.23	100	90.9	94.73	55
stats.reducer.ts	88.88	100	80	88.88	78-80
....selectors.ts	84	72.22	85	85.71	50-57
...ket-automation	82.9	62.68	68.83	84.44
...on.actions.ts	100	100	100	100
...on.effects.ts	68.85	50	60.6	68.85	...73-174,178,183
...ion.facade.ts	100	100	100	100
...on.reducer.ts	85.71	75.75	80	88.46	...61,204,234,240
....selectors.ts	72.72	100	40	80	9,18,29
state/tickets	89.69	65.25	89.62	89.74
...arch.utils.ts	88.05	67.27	92.3	87.5	54,95,111,150-157
...unts.utils.ts	100	100	100	100
...ts.actions.ts	100	100	100	100
....constants.ts	100	100	100	100
...ts.effects.ts	85.96	22.22	88.23	85.96	...85,126,184,187
...ets.facade.ts	96.55	100	90	96.29	94
...ts.reducer.ts	81.42	66.66	83.67	82.67	...67,371,378,382
....selectors.ts	98.64	83.33	100	98.27	117
tickets.types.ts	100	100	100	100
...s-board-socket	76.88	43.24	61.29	76.8
...et.actions.ts	100	100	100	100
....constants.ts	100	100	100	100
...et.effects.ts	65.81	33.33	40	65.81	...54,277-279,317
...ket.facade.ts	91.66	85.71	100	91.17	50-52,85
...et.reducer.ts	100	100	100	100
....selectors.ts	81.25	100	57.14	84.61	13,18
state/vcs	83.45	21.56	71.73	81.78
vcs.actions.ts	100	100	100	100
vcs.effects.ts	73.56	6.97	71.18	73.56	...48,263,278,290
vcs.facade.ts	100	100	100	100
vcs.reducer.ts	53.19	100	48.83	53.19	...12-317,329-334
vcs.selectors.ts	100	100	100	100
...rkspace-config	55.38	11.36	22.95	56.88
...ig.actions.ts	100	100	100	100
...ig.effects.ts	50	6.25	33.33	50	...60,71-77,88-90
...fig.facade.ts	57.89	100	27.27	52.94	32-56,72
...ig.reducer.ts	51.85	40	46.15	50	50-58,80-118
....selectors.ts	48.83	0	0	56	...33,39,44,47-52
utils	50	0	0	50
...run-mapper.ts	50	0	0	50	12,38,54

libs/domains/framework/frontend/feature-agent-console	75.35%	✅ 0.00%

Coverage Report

File	% Stmts	% Branch	% Funcs	% Lines	Uncovered Line #s
All files	75.35	58.63	94.8	75.19
chat	77.05	60.59	93.44	77.02
...nt-display.ts	69.17	54.45	100	69.17	...09,223-240,287
...e-markdown.ts	73.71	59.86	78.94	73.85	...60,291,301,308
...-aggregate.ts	88.09	64	100	88.09	21,38,46,62,67
...card-merge.ts	85.71	64.1	100	85.71	24,66
...ad-display.ts	82.58	63.75	100	82.38	...19-423,453,459
guards	100	91.66	100	100
...itor.guard.ts	100	100	100	100
...ient.guard.ts	100	83.33	100	100	18
tickets	54.21	36.66	100	53.65
...run-labels.ts	34.69	17.94	100	34.69	...,97-99,103-105
...hy-context.ts	96	92.85	100	95.83	8
...atus-label.ts	44.44	28.57	100	44.44	10-12,16-20

libs/domains/framework/frontend/feature-billing-console	0.00%	✅ 0.00%

Coverage Report

File	% Stmts	% Branch	% Funcs	% Lines	Uncovered Line #s
All files	0	0	0	0