Benchmark Whitepaper
Prompt Engineering
LLM Architecture
Frontier Prompt Engineering: Multi-Model Benchmark Analysis Across Claude 3.5 Sonnet, OpenAI o1, GPT-4o, and Gemini 2.0
An empirical evaluation of prompt structuring methodologies. Demonstrates how eliminating conversational filler, enforcing explicit role invariants, and formatting constraints reduces token consumption by 32% while increasing reasoning pass rates across SWE-bench and HumanEval tasks.
By Itsub Alemayehu •
12 min read •
Published November 2026
Systems Security
AST Analysis
Agent Sandboxing
Architectural Deep Dive: Sub-Microsecond AST Validation and Zero-Trust Kernel Invariants for AI Agent Swarms
How in-process Abstract Syntax Tree (AST) validation prevents prompt injection, destructive command synthesis, and file tampering in autonomous agent tools (Cursor, Claude Code, Windsurf) in under 18 microseconds with zero network round-trip overhead.
By Systems Architecture Lab •
10 min read •
Published November 2026
Cryptography
Agent Authorization
API Governance
Machine-to-Machine Authorization: Cryptographic Ed25519 Capability Passkeys for Autonomous API Governors
A formal specification for cryptographic passkey clearance tokens. Details how detached Ed25519 digital signatures bind agent identities to strict operational budgets, permitted domain scopes, and deterministic revocation policies.
By Protocol Security Team •
9 min read •
Published October 2026
Enterprise Compliance
SOC 2 Type II
OWASP Top 10
A Practitioner's Guide to OWASP LLM-Top-10 and Continuous SOC 2 Compliance for Autonomous Enterprise Workflows
A practical engineering playbook for CISOs and developers deploying autonomous AI swarms. Explores automated audit log immutability, prompt injection mitigation, and continuous evidence export packs for SOC 2 Common Criteria compliance.
By Compliance Engineering Group •
11 min read •
Published October 2026
Bartholomew Technologies