BeaconAsymptote Labs
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EngramWeaviate
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Related Products
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About
Beacon is an open-source telemetry and memory layer for AI coding agents. It records agent sessions across local machines, CI, and cloud environments, creating a searchable history for developers and teams. Users can review workflows, debug agent behavior, analyze usage, investigate security risks, and turn sessions into reusable skills and agent memory. Beacon supports Claude Code, Cursor, Codex, OpenCode, and more than 20 other agent harnesses; the Observe SDK supports instrumentation of cloud agents. It runs locally or connects to Beacon Cloud for hosted session history, findings, analytics, sharing, and MCP access. The free Beacon Cloud plan includes 50 findings, session search over MCP, and shareable sessions. Pro adds unlimited findings, agent memories, reusable skills, full MCP access, and real-time alerts. Enterprise adds organization-wide findings, endpoint and CI deployment, approval controls, SSO, role-based access, audit logs, and dedicated support.
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About
Engram is a fully managed memory and context service purpose-built to help AI agents remember, learn, and improve over time. Instead of treating memory as an ever-growing pile of raw conversations and events, it turns noisy interaction data into structured, durable, and evolving memories. Applications can send raw text, complete conversations, or pre-extracted facts through a REST API or Python SDK without preprocessing. Engram then runs asynchronous pipelines that extract relevant information, transform it by deduplicating and reconciling it with existing knowledge, and commit a clean memory state without blocking the application’s main workflow. It resolves inconsistencies, adapts to changing preferences and time-evolving facts, and keeps context relevant and efficient. Agents can retrieve ranked memories in real time through vector similarity, BM25 keyword search, or hybrid retrieval, reducing the need to resend entire conversation histories.
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Supported
On-Premises
Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Software developers and engineering, platform, and security teams that use or oversee AI coding agents.
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Audience
AI developers that need persistent, structured memory so agents can retain context, learn from interactions, and share knowledge across sessions
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Supported
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Screenshots and VideosNo images available
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Screenshots and Videos |
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Pricing
$0
Beacon Cloud is free. Beacon Cloud Pro is $20/month, billed annually. Beacon Cloud Team is $30/seat/month plus a $10/month base fee, billed annually, for up to 20 seats. Enterprise pricing is custom.
Free Version
Supported
Free Trial
Supported
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Pricing
$45 per month
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationAsymptote Labs
Founded: 2025
United States
beacon.sh/
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Company InformationWeaviate
Founded: 2019
The Netherlands
weaviate.io/product/engram
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AlternativesNo Alternatives
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Alternatives |
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Categories |
Categories |
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Integrations
Claude Code
Supported
Cursor
Supported
Model Context Protocol (MCP)
Supported
OpenAI Codex
Supported
OpenCode
Supported
Python
Not Supported
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Integrations
Claude Code
Not Supported
Cursor
Not Supported
Model Context Protocol (MCP)
Not Supported
OpenAI Codex
Not Supported
OpenCode
Not Supported
Python
Supported
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