MemberJunction

Communication: SendGridProvider should support customArgs, per-message tracking settings, and Headers passthrough Open

enhancement

MemberJunction/MJ#2817 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026

Communication: MessageResult has no result-code field — per-row statuses like Skipped/Suppressed cannot be expressed Open

enhancement

MemberJunction/MJ#2818 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026

Communication Engine: batch-send error semantics — log failures abort/discard sends, EndRun never marks runs Failed Open

bug

MemberJunction/MJ#2819 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026

Communication: no unsubscribe/suppression capability anywhere in the framework Open

enhancement

MemberJunction/MJ#2820 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026

Lists/Communication: SendToAudience loads only PK + recipient + name — templates cannot see row fields Open

enhancement

MemberJunction/MJ#2821 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026

Memory writes: gate-off agents hallucinate saving memories Open

MemberJunction/MJ#2833 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Proposal: @memberjunction/metadata-graph — queryable typed dependency graph Open

enhancement priority: medium

MemberJunction/MJ#2859 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Migrate view-config-panel drawer onto the shared mj-slide-panel primitive Open

MemberJunction/MJ#2861 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026

MJ at scale: metadata/UI/CodeGen/agents all materialize every entity all-at-once — decouple cost from entity count Open

MemberJunction/MJ#2908 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Standardize AI model/vendor fallback — per-capability sufficiency guarantee + ModelResolver extraction Open

MemberJunction/MJ#2910 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026

OpenApp lifecycle: follow-ups from PR #2931 review (non-blocking) Open

MemberJunction/MJ#2949 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

SQLServerDataProvider re-queries view column order + logs on every GraphQL request (5.43) Open

MemberJunction/MJ#2954 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Plan: Realtime Video Avatars (Runway-first) Open

MemberJunction/MJ#2962 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Plan: Admin-2 / County geo expansion Open

MemberJunction/MJ#2966 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026

Typed JSON Extensions — Implementation Plan (Lists as first consumer) Open

MemberJunction/MJ#2967 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

User-Behavior-Driven Search Ranking — Design & Implementation Plan Open

MemberJunction/MJ#2968 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026

MJ Telemetry Sharing System ("Phone Home") Open

MemberJunction/MJ#2970 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026

T-SQL→Postgres migration translation lowercases unquoted mixed-case schema names (breaks BizApps Common + codegen on PG/BI) Open

MemberJunction/MJ#2977 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026

PostgreSQL Schema Casing for Entity Class Names Open

MemberJunction/MJ#2995 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

BaseEngine filtered caches can serve stale reads after a write — LocalCacheManager invalidation is unordered vs. the triggering read Open

MemberJunction/MJ#3059 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

AIPromptRunner does not enforce AIPrompt.TimeoutMS on the single-model execution path Open

MemberJunction/MJ#3064 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Gemini: valid JSON body followed by stray trailing fragment despite ResponseFormat=JSON — runner should recover strict JSON centrally Open

MemberJunction/MJ#3065 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

vwAIModels flattened APIName is a cross-vendor footgun: adding an AIModelVendor row can silently change every consumer's model id Open

MemberJunction/MJ#3066 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Sync engine: no lookback overlap for MonotonicWatermark connectors (late-committing rows can be permanently missed) Open

MemberJunction/MJ#3085 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

MergeRecords FieldMap cannot express NULL values (Value: String! + client .toString() crash) Open

MemberJunction/MJ#3093 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Fail-fast guard for the shared metadata graph: freeze Info objects (at least in dev) after Config Open

enhancement

MemberJunction/MJ#3095 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Predictive Studio: non-numeric feature columns silently become dead constant-0 features (G7) Open

MemberJunction/MJ#3104 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

[Explorer] Per-application / per-role shell chrome + application-scoped search — wiring the shell to configuration surfaces MJ already has Open

MemberJunction/MJ#3109 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

@memberjunction/server ships "types": "./src/index.ts" — consumers type-check MJ sources under their own compiler options Open

bug good first issue

MemberJunction/MJ#3113 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

CI: changes.yml "Check migration filenames" rejects all baselines (B-prefixed migrations) Open

bug

MemberJunction/MJ#3125 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Engineering health: consolidate architecture, strengthen quality gates, and reduce platform risk Open

chore important priority: high

MemberJunction/MJ#3127 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 16, 2026

BaseLLM: absorb the duplicated per-driver cancellation plumbing (and add AIErrorType.Cancelled) Open

enhancement

MemberJunction/MJ#3132 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Add AIPrompt.TimeoutMS column so a prompt can carry its own execution bound Open

enhancement

MemberJunction/MJ#3133 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Follow-ups from #3108: error-path NotifyLoadComplete, attachView hazard audit, regression test, docs Open

MemberJunction/MJ#3144 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

CodeGen SQL output log missing EntityField INSERTs from manageEntityFields Open

bug

MemberJunction/MJ#3158 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

CodeGen generates duplicate relationship fields when LLM soft FK matches existing relationship Open

bug

MemberJunction/MJ#3160 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

SQLConverter: dedup mutates committed .pg.sql files; CTE-DELETE + sys.indexes-guard transpile gaps Open

MemberJunction/MJ#3166 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Workbench: add python3-venv to claude-dev image; make entrypoint clone-failure loud Open

MemberJunction/MJ#3167 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

MJCLI: mj migrate default request timeout (300s) too low for baseline — document/raise/auto-bump Open

MemberJunction/MJ#3168 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Ideas from Vercel eve to improve the MJ agent framework Open

MemberJunction/MJ#3201 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

feat(ai): add SupportsStructuredOutput vendor capability + thread into prompt execution Open

MemberJunction/MJ#3202 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026

feat(ai-agents): stream Loop agents' final reply as live text in the chat Open

MemberJunction/MJ#3220 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Search/RAG: adopt age-decay + score-aware fusion, source-aware chunking, and continuous ingestion (lessons from Cerebras Knowledge) Open

MemberJunction/MJ#3226 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

Security: no ownership gate on private saved views — any User-Views reader can execute another user's IsShared=0 view by ViewID Open

MemberJunction/MJ#3239 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026

Design review: cacheInvalidation subscription broadcasts row content (RecordData) to all clients with no permission filter (B50) Open

MemberJunction/MJ#3242 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026

UX/infra ideas from Block's `buzz`: reaction-as-approval, visible agent presence + unified activity feed, first-class external-agent participation Open

MemberJunction/MJ#3247 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026

Proposal: first-class auto-increment for numeric fields (seed/increment/gap-free), with PG parity Open

enhancement

MemberJunction/MJ#3281 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

mj app install writes dynamicPackages into a comment — Open App server packages silently never load Open

bug

MemberJunction/MJ#3301 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026

mj app install rejects every first-party BizApp schema (__mj_BizApps*) — requires a 'dangerously' flag for routine installs Open

bug

MemberJunction/MJ#3302 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026

open-app: enforce declared version ranges on fresh dependency installs (successor to #2713) Open

MemberJunction/MJ#3310 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

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