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ai agent memory infrastructure

Recent window: last 5.4 months (2026-05-01 → 2026-10-11), compared with the prior 5.4 months.

horizontal · 261 members · Data as of 2026-10-14

AI agent memory infrastructure provides persistent storage, retrieval mechanisms, and shared context systems designed specifically for autonomous agents and coding assistants. Software engineers and AI developers use these tools to ensure agents retain knowledge across sessions, update their own project context, and coordinate memory across multiple applications. Unlike generic vector databases or basic chat logs, these products focus on dynamic state management, context synthesis, and long-term learning tailored directly to agent workflows.

This theme's recent-window count is below the current min-count filter, so it does not appear in the opportunity scorecard.

Pulled from real Hacker News comment threads on this niche's launches.

Most asked for

  • "I use this" toggle with public feedback voting (1)
    Raised on Botbin.io
  • Ability to compartmentalize or filter memories by context (1)
    Raised on AMP
  • Ability to select which AI model solves problems most cost-effectively using context (1)
    Raised on Segue
  • Account deletion without destroying shared workspace memories (1)
    Raised on ContextVault
  • adaptive consolidation frequency based on user behavior (1)
    Raised on Claude-engram
  • adaptive decay rate based on user interaction patterns (1)
    Raised on Claude-engram
  • Add config file support (pyproject.toml or .rekal/config.yml) (1)
    Raised on Rekal
  • Add continuous running capability and LLM comparison studies (1)

Concerns raised

Compared to

Members

Name Source Upvotes ▲ Launched
Aether PH 1 2026-09-10
CRBRO PH 1 2026-09-29
GAIM - One memory for all your AI PH 1 2026-09-26
Cortex by na8ve PH 1 2026-10-07
Arkon Vault PH 1 2026-09-14
DIP PH 1 2026-10-07
memory-pulse PH 1 2026-09-09
Belay PH 1 2026-09-22
Usual PH 1 2026-09-11
GitHub PH 1 2026-09-13
baoer_signal_grep PH 1 2026-09-13
MouseBase PH 1 2026-09-08
AI Technical Support Brain PH 1 2026-09-14
Engram Alpha PH 1 2026-09-11
Singularity PH 1 2026-10-09
Xanther PH 1 2026-09-09
feedback-memory PH 1 2026-10-02
m8m PH 1 2026-10-13
HUPI PH 1 2026-09-18
Brethof-Brain PH 1 2026-10-06
Layerfs PH 1 2026-09-12
Agent Memory PH 1 2026-10-10
Beyond The Dialogue PH 1 2026-09-18
Unibase Memory PH 1 2026-09-18
TADORI Personal Global PH 1 2026-10-06
Knowledge for Agents PH 1 2026-10-06
Polign: Corrective Recall for Agents PH 2 2026-09-23
PromptVM PH 2 2026-10-06
webcraw.ai PH 2 2026-09-29
Gryz PH 2 2026-09-15
Provena PH 2 2026-10-06
ContextHarbor PH 2 2026-09-15
Baton PH 2 2026-09-16
Selvedge PH 2 2026-09-28
Context Passport PH 2 2026-09-14
CueMap PH 2 2026-09-18
KrisVen PH 2 2026-09-16
LinearMemory: AI Memory Explorer PH 2 2026-09-06
KYB - Shared Memory for AI Agents PH 2 2026-10-13
AI Memory Starter Kit PH 2 2026-09-21
ElideDB. Database for Physical AI PH 2 2026-09-18
slopchan PH 2 2026-09-14
Context Hub PH 3 2026-09-29
Bobbin PH 3 2026-10-12
Lumi PH 3 2026-09-24
Mengram 2.47 PH 3 2026-09-17
Syngraphe PH 3 2026-09-14
YantrikDB PH 3 2026-09-12
Living Memory PH 3 2026-09-30
Vilix AI PH 3 2026-09-11