Stop Prompt Engineering.
Start Genome Seeding.
Hardcoded prompts are fragile, unverifiable, and stuck on one LLM.
Agent Genome gives your agent cryptographic DNA that evolves and ports anywhere.
1from agentgenome import seed23genome = seed("support-agent", {4 "patience": 0.9,5 "empathy": 0.856})78# Returns: genome.entropy_proof = "sha256:7f2e9c..."9# Works on GPT-4, Claude, Llama, Gemini—any LLMPrompt Engineering is a Dead End
You've been managing AI behavior with strings. Here's why that doesn't scale.
The Old Way
Hardcoded prompts, system messages, YAML configs
Hardcoded Strings
System prompts buried in code, impossible to version
No Verification
No way to prove your agent behaves as intended
Copy-Paste Drift
Prompts mutate as they move between environments
Vendor Lock-in
Rewrite everything when you switch LLMs
No Observability
Can't track how behavior changes over time
Static Forever
Manual prompt tweaking for every improvement
# config.py (the old way)
SYSTEM_PROMPT = """You are a helpful assistant. Be concise and friendly. """ # Good luck switching to Claude...
Agent Genome
Cryptographic behavioral DNA
Signed Manifest
Cryptographically signed .rna file, tamper-proof
Entropy Proof
SHA-256 proof verifies exact behavioral state
Portable Across LLMs
Same genome works on GPT-4, Claude, Llama, Gemini
Verifiable Identity
Mathematically prove your agent is who it claims
Drift Detection
Real-time alerts when behavior deviates
Auto Evolution
Genome adapts to KPIs without manual rewrites
# genome.rna (the new way)
entropy_proof: "sha256:7f2e9c..."
baseline: { patience: 0.9, empathy: 0.85 }
portable: true # GPT, Claude, Llama, GeminiReplace Your Prompts in 3 Lines
No architecture changes. Drop in and go.
# Before: hardcoded prompt (fragile)SYSTEM_PROMPT = "You are helpful..." # After: portable genome (3 lines)from agentgenome import seedgenome = seed("my-agent", {"helpful": 0.9})llm.chat(genome.prompt_prefix + user_message)4 Steps to Portable AI Identity
Seed
Define behavioral traits as numbers. patience: 0.9, curiosity: 0.7. No prompt engineering.
Sign
Get a cryptographic entropy_proof. SHA-256 hash locks the behavioral state.
Deploy
Use genome.prompt_prefix with any LLM. GPT-4, Claude, Llama, Gemini—same genome.
Evolve
Genome adapts to your KPIs automatically. No manual prompt rewrites.
Simple, Predictable Pricing
Start free. Scale when you're ready.