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Topics Directory/Agentic RAG
Stage: Expansion

Agentic RAG

Track important changes in Agentic RAG, including capabilities, product updates, adoption signals, risks, and evidence worth continued monitoring.

AGENTIC RAGTRACKING
Live from /v1/topics/agentic_rag
Timeline
3 events
Signals
3 signal records
Evidence
3 evidence items
Sources
2 sources

HighTrend velocity

4 days agoLatest tracked change

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Signal Feed

Changes worth continued tracking

3 unique signals
  1. pull requestMay 18, 2026, 8:20 AM

    MCP mem_search adds optional all_projects cross-project lookup

    The PR introduces an optional `all_projects` boolean to MCP `mem_search`, enabling true global search across projects, while preserving the existing single-project default when the flag is omitted or false.

    What ChangedThe PR introduces an optional `all_projects` boolean to MCP `mem_search`, enabling true global search across projects, while preserving the existing single-project default when the flag is omitted or false.
    Why It MattersDevelopers and operators using `mem_search` can now run cross-project memory lookups in one call, which removes the need to manually target projects one by one when investigating or aggregating context across projects. Technically, the MCP layer now treats `all_projects=true` as a signal to skip project-scoped resolution and query broadly, but keeps default and explicit `false` behavior unchanged; after merge, monitor for authorization boundary behavior and any increase in result size or latency for large multi-project deployments.
    Final score 80Confidence 971 evidence itemmem_searchall_projectsMCPhandleSearchSearchOptions.ProjectAGENT-SETUP docs
    Analyze Evidence
  2. pull requestMay 19, 2026, 9:57 AM

    Wire runtime-signal sidecar updates into tool-mode curate/query execution

    The PR adds runtime-signal sidecar write/read updates to tool-mode workflows by introducing bump helpers and invoking them from the daemon curate path, CLI curate-session path, and tool-mode read/write executor paths so topic activity metadata is recorded on use.

    What ChangedThe PR adds runtime-signal sidecar write/read updates to tool-mode workflows by introducing bump helpers and invoking them from the daemon curate path, CLI curate-session path, and tool-mode read/write executor paths so topic activity metadata is recorded on use.
    Why It MattersTool-mode operators and users will stop seeing every topic look like a brand-new, never-accessed item after activity, so runtime signal-driven ranking can now prioritize active content and avoid repeatedly surfacing stale candidates. This is achieved by adding sidecar bumps on curated writes and query reads via existing `update/delete/list` calls (including `updateCount`, `recency`, and `accessCount`), which restores the practical input needed for candidate pruning and importance decay logic; watch for any remaining tool-mode entry points that still bypass these bumps and for deployments where the sidecar store is frequently absent so signal freshness updates may be silently skipped.
    Final score 79Confidence 951 evidence itemruntime-signal sidecarbumpSidecarOnCurateWritebumpSidecarOnQueryReadSearchExecutorQueryExecutorruntimeSignalStore
    Analyze Evidence
  3. commit burstMay 18, 2026, 11:22 PM

    OpenCode plugin hardened for session-safe memory capture

    The burst’s main change is a hardening sweep of the OpenCode plugin’s session lifecycle and event handling so hooks, session IDs, and per-session state are handled correctly, preventing dropped or mis-attributed memory observations in concurrent agent workflows.

    What ChangedThe burst’s main change is a hardening sweep of the OpenCode plugin’s session lifecycle and event handling so hooks, session IDs, and per-session state are handled correctly, preventing dropped or mis-attributed memory observations in concurrent agent workflows.
    Why It MattersOpenCode users and operators should see more stable memory behavior when multiple agent sessions run at once, because session context and captured tool outputs are less likely to leak across sessions or disappear due to lifecycle misalignment. The remaining watch list is on remaining edge cases in session-id fallback chains and context-fetch retries; if those regress, memory recall timing and recall quality could still become inconsistent in long-running or interrupted conversations.
    Final score 68Confidence 891 evidence itemOpenCode pluginprompt_submit hooksession.createdsession.deletedsession.updatedmessage.updatedstashedFilescontextInjectedSessionsdedup sets
    Analyze Evidence

Topic Timeline

How the topic has changed over time

3 events
  1. May 19, 2026, 9:57 AM

    pull request

    Wire runtime-signal sidecar updates into tool-mode curate/query execution

    The PR adds runtime-signal sidecar write/read updates to tool-mode workflows by introducing bump helpers and invoking them from the daemon curate path, CLI curate-session path, and tool-mode read/write executor paths so topic activity metadata is recorded on use.
    ContributionImplemented helper-based bumping for runtime-signal sidecar metadata and integrated it into all currently relevant tool-mode curate and query execution paths, updating write-side `updateCount`/`recency` and read-side access tracking through existing store operations while keeping behavior safe (best-effort, no-throw on missing store).
    ImpactTool-mode operators and users will stop seeing every topic look like a brand-new, never-accessed item after activity, so runtime signal-driven ranking can now prioritize active content and avoid repeatedly surfacing stale candidates. This is achieved by adding sidecar bumps on curated writes and query reads via existing `update/delete/list` calls (including `updateCount`, `recency`, and `accessCount`), which restores the practical input needed for candidate pruning and importance decay logic; watch for any remaining tool-mode entry points that still bypass these bumps and for deployments where the sidecar store is frequently absent so signal freshness updates may be silently skipped.
  2. May 18, 2026, 11:22 PM

    commit burst

    OpenCode plugin hardened for session-safe memory capture

    The burst’s main change is a hardening sweep of the OpenCode plugin’s session lifecycle and event handling so hooks, session IDs, and per-session state are handled correctly, preventing dropped or mis-attributed memory observations in concurrent agent workflows.
    ContributionImplemented and stabilized concrete fixes in the OpenCode integration: corrected the hook type mismatch, fixed event-to-session mapping across message/session lifecycle callbacks, switched shared caches/maps to session-scoped behavior, guarded malformed inputs in context pushes, and adjusted injection/cleanup ordering to avoid permanently skipping session initialization or leaking stale state.
    ImpactOpenCode users and operators should see more stable memory behavior when multiple agent sessions run at once, because session context and captured tool outputs are less likely to leak across sessions or disappear due to lifecycle misalignment. The remaining watch list is on remaining edge cases in session-id fallback chains and context-fetch retries; if those regress, memory recall timing and recall quality could still become inconsistent in long-running or interrupted conversations.
  3. May 18, 2026, 8:20 AM

    pull request

    MCP mem_search adds optional all_projects cross-project lookup

    The PR introduces an optional `all_projects` boolean to MCP `mem_search`, enabling true global search across projects, while preserving the existing single-project default when the flag is omitted or false.
    ContributionIt extends the MCP search schema with `all_projects` and changes `handleSearch` to bypass project resolution only when that flag is true, so the search backend can return global results while retaining legacy per-project behavior by default.
    ImpactDevelopers and operators using `mem_search` can now run cross-project memory lookups in one call, which removes the need to manually target projects one by one when investigating or aggregating context across projects. Technically, the MCP layer now treats `all_projects=true` as a signal to skip project-scoped resolution and query broadly, but keeps default and explicit `false` behavior unchanged; after merge, monitor for authorization boundary behavior and any increase in result size or latency for large multi-project deployments.

Evidence Trail

  1. github_pull_request

    campfirein/byterover-cli PR #677: [Tool Mode] wire runtime-signal sidecar in tool-mode curate + query paths

    Adds `bumpSidecarOnCurateWrite` and `bumpSidecarOnQueryRead` helpers and wires them into tool-mode daemon/CLI curate flows plus `SearchExecutor` and `QueryExecutor`, passing `runtimeSignalStore` through construction.

    Open Source
  2. github_commit_burst

    rohitg00/agentmemory commit burst: 10 commits in 7 days

    Multiple fixes in this burst correct the OpenCode plugin path (including `prompt_submit` hook matching, session ID resolution, per-session stash/dedup scope, and context-injection timing) after issues like null session IDs, cross-session contamination, and stale state flags were found.

    Open Source
  3. github_pull_request

    Gentleman-Programming/engram PR #332: feat(mcp): add all_projects flag to mem_search for cross-project search

    Added `all_projects` to `mem_search` so a single MCP query can return matches from all projects when explicitly enabled.

    Open Source

Source Coverage

github pull request
2 events · 2 evidence items
4 days ago
github commit burst
1 event · 1 evidence item
5 days ago

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