Bio Protocol tech stack

Bio Protocol builds mostly with Python, TypeScript, Go, Rust. Its stack also includes AWS, Azure, Pinecone, Weaviate. Python is named in 3 of the 6 job postings Bio Protocol published in the last 12 months (50%). Counted by Alion from the job postings of Bio Protocol, updated Oct 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 13, 2026
Technologies in use
40
Postings analysed
6
Open now
6
Modernity
81 /100

What programming languages does Bio Protocol use?

Python is named in 50% of job postings at Bio Protocol, followed by TypeScript (33%), Go (17%), Rust (17%).

Python 3 50% required in 100% · 3 open now · since Jan 2026
TypeScript 2 33% required in 100% · 2 open now · since Jan 2026
Go 1 17% required in 100% · 1 open now · since Jan 2026
Rust 1 17% required in 100% · 1 open now · since Jan 2026

What frameworks and libraries does Bio Protocol use?

AutoGen is named in 17% of job postings at Bio Protocol, followed by CrewAI (17%), Cypress (17%), FAISS (17%).

AutoGen 1 17% required in 100% · 1 open now · since Jan 2026
CrewAI 1 17% required in 100% · 1 open now · since Jan 2026
Cypress 1 17% required in 100% · 1 open now · since Jan 2026
FAISS 1 17% required in 100% · 1 open now · since Jan 2026
FastAPI 1 17% required in 100% · 1 open now · since Jan 2026
LangChain 1 17% required in 100% · 1 open now · since Jan 2026
LangGraph 1 17% required in 100% · 1 open now · since Jan 2026
Playwright 1 17% required in 100% · 1 open now · since Jan 2026
Show all (9)
Selenium1

What databases does Bio Protocol use?

Pinecone is named in 17% of job postings at Bio Protocol, followed by Weaviate (17%), PostgreSQL (17%), Redis (17%).

Pinecone 1 17% required in 100% · 1 open now · since Jan 2026
Weaviate 1 17% required in 100% · 1 open now · since Jan 2026
PostgreSQL 1 17% optional · 1 open now · since Jan 2026
Redis 1 17% optional · 1 open now · since Jan 2026

What cloud and platforms does Bio Protocol use?

AWS is named in 17% of job postings at Bio Protocol, followed by Azure (17%), GCP (17%), Kubernetes (17%).

AWS 1 17% required in 100% · 1 open now · since Jan 2026
Azure 1 17% required in 100% · 1 open now · since Jan 2026
GCP 1 17% required in 100% · 1 open now · since Jan 2026
Kubernetes 1 17% required in 100% · 1 open now · since Jan 2026

What developer tools does Bio Protocol use?

Docker is named in 17% of job postings at Bio Protocol, followed by GraphQL (17%), Model Context Protocol (17%), Terraform (17%).

Docker 1 17% required in 100% · 1 open now · since Jan 2026
GraphQL 1 17% required in 100% · 1 open now · since Jan 2026
Model Context Protocol 1 17% required in 100% · 1 open now · since Jan 2026
Terraform 1 17% required in 100% · 1 open now · since Jan 2026
gRPC 1 17% required in 100% · 1 open now · since Jan 2026

What AI and ML technologies does Bio Protocol use?

LLM is named in 33% of job postings at Bio Protocol.

LLM 2 33% required in 100% · 2 open now · since Jan 2026

Which engineering practices does Bio Protocol ask for?

AI Agents is named in 67% of job postings at Bio Protocol, followed by Smart Contracts (50%), CI/CD (33%), Fine-tuning (17%).

AI Agents 4 67% required in 100% · 4 open now · since Jan 2026
Smart Contracts 3 50% required in 100% · 3 open now · since Jan 2026
CI/CD 2 33% required in 100% · 2 open now · since Jan 2026
Fine-tuning 1 17% required in 100% · 1 open now · since Jan 2026
Function Calling 1 17% required in 100% · 1 open now · since Jan 2026
LLM Guardrails 1 17% required in 100% · 1 open now · since Jan 2026
RAG 1 17% required in 100% · 1 open now · since Jan 2026
Reinforcement Learning 1 17% required in 100% · 1 open now · since Jan 2026
Show all (13)
SFT1
Structured Outputs1
Tool Use1
RLAIF1
RLHF1

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How is the Bio Protocol stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

Not named for 6 months
AI AgentsJan 2026
Smart ContractsJan 2026
PythonJan 2026
CI/CDJan 2026
LLMJan 2026
TypeScriptJan 2026

How modern is the Bio Protocol stack?

Cutting-edge AI adopter 81/100

Bio Protocol scores 81 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How common is the Bio Protocol stack in its industry?

Share of the 342 companies in the same industries, whose stack Alion knows, that use each technology.

Python43%
LLM16%
TypeScript11%
AWS24%
AutoGen1%
Azure20%
CrewAI0%
Cypress1%
FAISS1%
FastAPI4%

Questions about the Bio Protocol tech stack

What programming languages does Bio Protocol use?

The languages named in Bio Protocol job postings are Python (50%), TypeScript (33%), Go (17%), Rust (17%), as a share of the 6 postings of the last 12 months.

What cloud and platforms does Bio Protocol use?

The cloud and platforms named in Bio Protocol job postings are AWS (1), Azure (1), GCP (1) (postings in brackets).

Is the Bio Protocol tech stack changing?

No new technology has appeared in Bio Protocol job postings in the last six months.

How modern is the Bio Protocol tech stack?

Bio Protocol scores 81 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How does Alion know the Bio Protocol tech stack?

Alion reads every job posting Bio Protocol publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Oct 13, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "Bio Protocol tech stack: 40 technologies from 6 job postings", as of Oct 13, 2026. https://alion.io/company/bio-5/technologies

Licence: CC BY-SA 4.0JSON