中文
~/home / Show HN
Show HN

Lians AI, Token-bounded memory and evidence for AI workflows

Lians AI, Token-bounded memory and evidence for AI workflows is a skill AI agent for To track the reasoning and context behind each step in a complex AI workflow so that decisions can be explained and verified. Pricing: Free + usage-based. As of 2026-10-23, KanonAgent records 1 upvotes. First indexed by KanonAgent on 2026-08-10.
Lians AI gives developers a way to track and verify every step of an AI workflow using bounded memory, ensuring decisions are traceable and auditable.
Lians AI, Token-bounded memory and evidence for AI workflows — official preview image
1 upvotes
Tracked by Kanon since Aug 10, 2026
Accelerating
status
47/100
momentum · conf 1
61d
tracked since 2026-08-22
2026-09-30
last meaningful change
9
evidence records

Status basis: npm_downloads_7d gained 5 in the last 3d vs 1 in the 3d before (ratio 5.0x, threshold 1.5x)

📈 Timelinewhat changed, and when
🔎 Known / Unknown 12 of 23 fields unknown
Machine-callable— unknown —
Open source1 inferred 1 quote(s)
Self-hostable1 inferred 2 quote(s)
Bring your own key— unknown —
Autonomy level— unknown —
Pricing model— unknown —
Integrationslangchain,mcp inferred 2 quote(s)

“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.

🤖 Agent teardown · skill
Job to be doneTo track the reasoning and context behind each step in a complex AI workflow so that decisions can be explained and verified.
Who it is forDevelopers and teams building complex, high-stakes AI systems that require auditability and transparency.
Prerequisitesopen source · self-hostable
Integrationslangchain · mcp
PricingFree + usage-based
Traction · why it is risingIt's gaining attention among developers working on enterprise-grade AI applications that need verifiable execution logs.
Why it matters

Its token-bounded memory approach offers a practical foundation for building trustworthy AI agents by making their behavior transparent and auditable.

Evidence quotesverbatim, from the product’s own materials

“public GitHub repository (README fetched)”— structural
“Self-hosted quickstart”— readme
“mcp,mcp-server,model-context-protocol”— topics
“self-hosted-quickstart”— readme
“MCP-Official Registry”— readme
Signal source: Show HN
Visit official site →
📛 Official badgefor your site / README
Lians AI, Token-bounded memory and evidence for AI workflows badge
Building Lians AI, Token-bounded memory and evidence for AI workflows? Pick a style above — the embed code updates live. Deep color control via URL params: bg= / fg= / accent= (hex). It links back to this page.
Share on X
On mobile tap Share for WeChat / RED (Xiaohongshu) / X; on desktop use Copy text and paste into the app.

FAQ

What is Lians AI, Token-bounded memory and evidence for AI workflows?

Lians AI gives developers a way to track and verify every step of an AI workflow using bounded memory, ensuring decisions are traceable and auditable.

What does Lians AI, Token-bounded memory and evidence for AI workflows do?

To track the reasoning and context behind each step in a complex AI workflow so that decisions can be explained and verified.

Why does Lians AI, Token-bounded memory and evidence for AI workflows matter?

Its token-bounded memory approach offers a practical foundation for building trustworthy AI agents by making their behavior transparent and auditable.

How much does Lians AI, Token-bounded memory and evidence for AI workflows cost?

Free + usage-based

Is Lians AI, Token-bounded memory and evidence for AI workflows free?

Yes — Lians AI, Token-bounded memory and evidence for AI workflows has a free tier. Pricing as stated on its own page: Free + usage-based

Is Lians AI, Token-bounded memory and evidence for AI workflows open source?

Yes — Lians AI, Token-bounded memory and evidence for AI workflows is open source.

Can I self-host Lians AI, Token-bounded memory and evidence for AI workflows?

Yes — Lians AI, Token-bounded memory and evidence for AI workflows can be self-hosted.

What does Lians AI, Token-bounded memory and evidence for AI workflows integrate with?

langchain,mcp

How popular is Lians AI, Token-bounded memory and evidence for AI workflows?

As tracked by KanonAgent: 1 upvotes (first indexed 2026-08-10).

What are the best Lians AI, Token-bounded memory and evidence for AI workflows alternatives?

Similar AI agents tracked by KanonAgent: Stealth Venture, archify, open-design, deer-flow, ruflo, career-ops.

Lians AI, Token-bounded memory and evidence for AI workflows alternatives — similar AI agents

Stealth Venturearchifyopen-designdeer-flowruflocareer-ops

Where this fits — browse the same shelf

AI Agent Skills & PluginsAI agents for build deploy aiAI agents that work with LangChainAI agents that work with MCP (Model Context Protocol)Self-hosted & open-source AI agents