◆ SERV Hackathon 02 — Submit now · November 2–15, 2026

Enterprise-grade agent
infrastructure you can trust

Improve performance, reduce costs, and make
every AI-driven decision auditable

Get API key →

Docs ↗

Read the docs ↗

🌍 Live in production: UAE government · EPAA member · arXiv:2512.15959

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Reliable reasoning is the missing layer for the agentic economy.

As AI agents take on more real-world work, raw intelligence alone isn’t enough.

Set up your agents

🔘

→

Bring your own agents

Works with OpenAI and Anthropic SDKs, no migration required. Or build agents in minutes with our no-code builder.

🌍

→

Start using SERV

Change two lines in your base URL and route every call through SERV.

- base_url = api.openai.com/v1

+ baseURL: "https://inference-api.openserv.ai/v1",

+ apiKey: process.env.SERV_REASONING_API_KEY,

+ baseURL: "https://inference-api.openserv.ai/v1",

+ apiKey: process.env

.SERV_REASONING_API_KEY,

Same SDK, same prompts — different brain

▚

→

Audit your agents

Track every decision, cost, and step in one dashboard.

AI agent performance benchmarks

Lower cost, fewer failures, and more reliable execution — in real production workloads.

More cost-efficient

Reliability

Faster inference

SERV roadmap

Q3 2026 → Q3 2027

Q3 2026 · Completed

✓ Foundation

✓ Public API Launch

✓ Hackathon Series 1

Q4 2026 · Live

✓ $SERV integration as payment currency

✓ Token2049 Hosted Event

SOC 2 Certification

HIPAA Compliance

$SERV Staking

v3: Graph Sharding Launch

Fine-Tuned Model Training

Hitchhikers Collab Kickoff

Hackathon Series 2

Q1 2027

v4.1 Self Improving Enterprise Intelligence

v4.2 Task-Specific Finetuned Models

Hackathon Series 3

Q2 2027

v4.3 Specialized Enterprise Models

Morpheme-Aware LLM Training (v5)

Hackathon Series 4

Layer 3 Testnet

Q3 2027

v5 maLLM Launch

v5.1 Specialized Enterprise maLLM

L3: SERV-Integrated Economy

Build with SERV Reasoning

Typed, validated steps make every task structured, auditable, and efficient.

Start building →

Latest on X

Follow @openservai →

OpenServ

@openservai

SERV Hackathon 02 is live.

Build with SERV Reasoning + @dphnAI, @GoKiteAI, @reppo or bring your own idea to the Open Track.

Two weeks to cook across AI inference, agentic payments, AI data markets, and more.

Start here: openserv.ai/hackathon-2

SERV Hackathon 02 is live.

Build with SERV Reasoning + @dphnAI, @GoKiteAI, @reppo or bring your own idea to the Open Track.

Two weeks to cook across AI inference, agentic payments, AI data markets, and more.

Start here: openserv.ai/hackathon-2

▶

Nov 2, 2026

View post on X ↗

OpenServ

@openservai

SERV brings @dphnAI, @GoKiteAI, and @reppo into the lab.

Pair their AI infra with SERV Reasoning to get more from smaller models, cut costs, and make every agent decision auditable.

SERV Hackathon 02 kicks off Monday. Pre-register now: openserv.typeform.com/registerhack02

SERV brings @dphnAI, @GoKiteAI, and @reppo into the lab.

Pair their AI infra with SERV Reasoning to get more from smaller models, cut costs, and make every agent decision auditable.

SERV Hackathon 02 kicks off Monday. Pre-register now: openserv.typeform.com/registerhack02

SERV brings Dolphin, Kite and Reppo into the lab

Oct 30, 2026

View post on X ↗

OpenServ

@openservai

The next major leap for SERV Reasoning is coming with SERV v3: Graph Sharding.

We’re preparing the next builder cohort to test it, building on feedback from the first beta users as we move toward a wider release.

In this walkthrough, our CTO @dashersw talks with builders and shows Graph Sharding in action, exploring how teams can inspect an agent workflow, spot drift, and see how a change at one step affects everything downstream.

That visibility gives developers more ways to understand, refine, and scale their AI workflows. Builder conversations and tests are helping us push Graph Sharding toward production, with more control over how complex workflows run.

We’re building SERV Reasoning for enterprise AI, the agentic economy, and the next wave of AI applications.

Apply to join the next beta builder cohort and help shape Graph Sharding: openserv.typeform.com/graphsharding

The next major leap for SERV Reasoning is coming with SERV v3: Graph Sharding.

We’re preparing the next builder cohort to test it, building on feedback from the first beta users as we move toward a wider release.

We’re building SERV Reasoning for enterprise AI, the agentic economy, and the next wave of AI applications.

Apply to join the next beta builder cohort and help shape Graph Sharding: openserv.typeform.com/graphsharding

▶

Oct 29, 2026

View post on X ↗

OpenServ

@openservai

SERV v3 is now live for the first builder cohort.

Graph Sharding lets developers map AI workflows, inspect why decisions happen, and shape how each step runs: LLMs for open-ended tasks, deterministic code for bounded ones.

SERV is building the command center for agent systems.

SERV v3 is now live for the first builder cohort.

Graph Sharding lets developers map AI workflows, inspect why decisions happen, and shape how each step runs: LLMs for open-ended tasks, deterministic code for bounded ones.

SERV is building the command center for agent systems.

SERV v3 is live for the first builder cohort

▶

Oct 28, 2026

View post on X ↗

“Our agents run much more smoothly.”
|
“Love the structured outputs.”
|
“Very easy to switch our stack.”
|
“I can sleep better at night.”
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“Our agents hallucinate less.”
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“Our stack now feels much more reliable.”
|
“Great for complex tasks.”
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“Strong upgrade. Totally recommend”
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“Makes decisions clearer.”
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“This feels much more reliable.”
|
“More depth, less friction.”
|
“Our system finally does what we expect it to.”
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“This connects the dots.”
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“We stopped losing time to weird edge cases.”
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“Smart without being noisy.”

FAQ

Is SERV Reasoning available today?

Yes. SERV Reasoning (v2) is live, and available through the SERV API. It adds a reasoning layer to existing AI agents for more reliable, auditable, and cost-efficient execution.

Why use SERV Reasoning instead of a frontier AI model alone?

Frontier models provide raw intelligence. SERV Reasoning adds structured reasoning,
verification, audit trails, and cost controls on top of leading models.

How do I integrate SERV Reasoning with my AI agents?

SERV is compatible with OpenAI and Anthropic SDKs. Connect your existing AI agents by updating the base URL - no major migration or agent rebuild required.

Any questions?

Feel free to reach out!

Get API Key

Enterprise-grade agentinfrastructure you can trust

Improve performance, reduce costs, and make every AI-driven decision auditable

Reliable reasoning is the missing layer for the agentic economy.

As AI agents take on more real-world work, raw intelligence alone isn’t enough.

Set up your agents

🔘

Bring your own agents

🌍

Start using SERV

▚

Audit your agents

AI agent performance benchmarks

Lower cost, fewer failures, and more reliable execution — in real production workloads.

SERV roadmap

SERV roadmap

Q3 2026 → Q3 2027

Q3 2026 → Q3 2027

Build with SERV Reasoning

Build with SERV Reasoning

Latest on X

FAQ

FAQ

Is SERV Reasoning available today?

Why use SERV Reasoning instead of a frontier AI model alone?

How do I integrate SERV Reasoning with my AI agents?

Any questions?

Feel free to reach out!

Enterprise-grade agent
infrastructure you can trust

Improve performance, reduce costs, and make
every AI-driven decision auditable