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[H-1 follow-up] Run behavioral adversarial eval with real LLM

securitySecurity-sensitive fix or reviewSecurity-sensitive fix or review

tech-debtEligible for automated overnight fixingEligible for automated overnight fixing

testingCan combine with tech-debt — agent will add testsCan combine with tech-debt — agent will add tests

Status: Open.

#18 In matthewod11-stack/sourcerer;

· matthewod11-stack opened on Apr 19, 2026

[H-13 / Phase 4] [LOW] Document plaintext-PII-at-rest posture

documentationImprovements or additions to documentationImprovements or additions to documentation

securitySecurity-sensitive fix or reviewSecurity-sensitive fix or review

tech-debtEligible for automated overnight fixingEligible for automated overnight fixing

Status: Open.

#17 In matthewod11-stack/sourcerer;

· matthewod11-stack opened on Apr 17, 2026

[H-12 / Phase 4] [MEDIUM] Grow scoring-package test coverage

tech-debtEligible for automated overnight fixingEligible for automated overnight fixing

testingCan combine with tech-debt — agent will add testsCan combine with tech-debt — agent will add tests

Status: Open.

#16 In matthewod11-stack/sourcerer;

· matthewod11-stack opened on Apr 17, 2026

[H-9 / Phase 3] [MEDIUM] Penalize the score, not just confidence, on hallucinated IDs

needs-design-decisionRequires human product/design input — agent skipsRequires human product/design input — agent skips

tech-debtEligible for automated overnight fixingEligible for automated overnight fixing

Status: Open.

#15 In matthewod11-stack/sourcerer;

· matthewod11-stack opened on Apr 17, 2026

[H-8 / Phase 3] [LOW] Fix malformed SearchConfig in budget gate

tech-debtEligible for automated overnight fixingEligible for automated overnight fixing

Status: Open.

#14 In matthewod11-stack/sourcerer;

· matthewod11-stack opened on Apr 17, 2026

[H-7 / Phase 3] [HIGH] Real token-usage accounting

tech-debtEligible for automated overnight fixingEligible for automated overnight fixing

Status: Open.

#13 In matthewod11-stack/sourcerer;

· matthewod11-stack opened on Apr 17, 2026

[H-11 / Phase 3] [MEDIUM] Zod-parse external API responses

tech-debtEligible for automated overnight fixingEligible for automated overnight fixing

Status: Open.

#12 In matthewod11-stack/sourcerer;

· matthewod11-stack opened on Apr 17, 2026

[H-6 / Phase 3] [MEDIUM] Zod-parse checkpoint and intake-context deserialization

tech-debtEligible for automated overnight fixingEligible for automated overnight fixing

Status: Open.

#11 In matthewod11-stack/sourcerer;

· matthewod11-stack opened on Apr 17, 2026

[H-10 / Phase 2] [LOW] Stable sort for GitHub repo selection

tech-debtEligible for automated overnight fixingEligible for automated overnight fixing

Status: Open.

#10 In matthewod11-stack/sourcerer;

· matthewod11-stack opened on Apr 17, 2026

[H-5 / Phase 2] [MEDIUM] Replace hand-rolled config validator with Zod

tech-debtEligible for automated overnight fixingEligible for automated overnight fixing

Status: Open.

#9 In matthewod11-stack/sourcerer;

· matthewod11-stack opened on Apr 17, 2026

[H-4 / Phase 2] [MEDIUM] Upgrade Anthropic default model to Sonnet 4.6

tech-debtEligible for automated overnight fixingEligible for automated overnight fixing

Status: Open.

#8 In matthewod11-stack/sourcerer;

· matthewod11-stack opened on Apr 17, 2026

[H-3 / Phase 1] [HIGH] Stop logging raw PII to stdout

securitySecurity-sensitive fix or reviewSecurity-sensitive fix or review

tech-debtEligible for automated overnight fixingEligible for automated overnight fixing

Status: Open.

#7 In matthewod11-stack/sourcerer;

· matthewod11-stack opened on Apr 17, 2026