AI Architect โข Multi-agent orchestration โข Verification-first delivery
- Agentic systems for enterprises: multi-agent orchestration with policy controls and auditability
- Verification-first pipelines: quality gates, reproducible checks, evidence-grade outputs
- Human-centric governance: privacy-by-design + compliant deployment patterns (GDPR / EU AI Act)
- Production integrations: APIs, MCP servers, observability, and operational guardrails
- cortex-hybrid-architecture โ Git-like memory management for AGI agents with L0/L1 tiered storage. (JavaScript, Knowledge Graphs)
- alesi-nerve โ Meta-agent framework: create LLM agents using LLMs. (Python, LangChain)
- finflow-enterprise-automation โ Compliance-first financial workflow automation for tier-1 banks. (Java, Enterprise)
- saap โ satwareยฎ AI Autonomous Agent Platform. (Python, Multi-agent)
- mybrowsercontrol โ Advanced browser automation MCP server built on Playwright. (TypeScript, MCP)
For enterprise leads: what you can expect
- Clear scope + success criteria before implementation
- Deterministic QA checks (repro scripts / invariant tests) before claiming improvements
- Security-first defaults (least privilege, secrets hygiene, redaction)
- Documentation-first handoff: runbooks, architecture notes, integration guides
- GDPR and EU AI Act compliance patterns built-in
For open-source collaborators: how I contribute
- Small PRs with tight diffs
- Repro-first bug fixes (failing test before fix)
- Tests + docs included where it matters
- Respect for maintainer workflows and CI conventions
- Baby Stepsโข methodology: incremental, validated progress
Enterprise agents: orchestration, governance, evaluation harnesses
Verification: tool-using systems with evidence-grade outputs
Memory: hybrid L0/L1 architectures for persistent agent context
Collaboration: multi-agent handoff protocols + deterministic workflows- Enhancement in satware-ai/optimal-agi-system-instruction-framework - 2026-05-20
- Research in satware-ai/human-centric-ai-governance-framework - 2026-05-19
- Implementation in satware-ai/multi-agent-collaboration-protocols - 2026-05-18
satware AG โข Worms, Germany โข satware.ai
Part of the Alesi Family โ specialized AI agents for enterprise domains.



