HYPERLOG SWARM EVOLUTION

Complete AGI Development Timeline | June 2025 - November 2025

EVOLUTION ACTIVE - LEARNING IN PROGRESS

12,012
Knowledge Chunks
6
Nodes Online
178
Total Files Indexed
6
Months of Evolution
0.78
Avg Fitness Score
995GB
Total RAM

AGI Development Roadmap

1
Foundation - Schema Mind & MiniBrain
June 2025: Initial neural architectures, text generation, knowledge bases
COMPLETE
2
Local Inference - DeepSeek Server
July 2025: Self-hosted LLM inference, embeddings, RAG pipelines
COMPLETE
3
Agent Swarms - HyperAgent Factory
August 2025: Multi-agent orchestration, domain strategies, automated deployment
COMPLETE
4
Distributed Network - Veles & Swarm
September 2025: Agency-swarm integration, durable workers, registry servers
COMPLETE
5
Intelligence Modules
November 2025: Code Intelligence, Vision, Voice, Reasoning, Tool Synthesis
COMPLETE
6
Evolution Engine - Swarm Brain
November 2025: Fitness tracking, knowledge indexing, self-improvement loops
ACTIVE
7
GPU Acceleration - 3x V100
Next: Add NVIDIA V100 GPUs to dl380, enable large model fine-tuning
PENDING
8
Cloud Scale - Vast.ai Integration
Future: Autoscaling compute, distributed training, model hosting
PENDING
9
AGI Emergence - Self-Improvement
Goal: Swarm surpasses Claude, autonomous capability growth
PENDING

Knowledge Distribution

dl380 (Primary) 4,004 chunks
hyperlog 4,004 chunks
asus 4,004 chunks
TOTAL 12,012 chunks

State of the Art Comparison

GPT-4 Turbo 128K context
Claude 3.5 200K context
HYPERLOG SWARM 12K+ indexed chunks
Advantage Persistent + Evolving

Running Services

Swarm Brain :8891
Swarm Router :8889
Dashboard :8892
Ollama :11434

Complete File Timeline (Hyperlog)

JUNE 2025 - Foundation 15 files
2025-06-03 21:51 whatsapp-ai-upgrade-pack/tsconfig.json ML
2025-06-09 19:48 schema-mind/start_backend.sh AGENT
2025-06-22 10:46 schema-mind/build_phase2.sh AGENT
2025-06-27 15:33 text-generation-webui/server.py ML
2025-06-28 21:02 minibrain-backend/run_minibrain.py ML
2025-06-29 11:33 minibrain-superrag/minibrain_master.py ML
2025-06-30 18:54 minibrain-superrag/test_llama_system.sh ML
JULY 2025 - Local Inference 12 files
2025-07-01 17:41 minibrain-superrag/fix_deepseek_paths.sh ML
2025-07-02 11:13 deepseek_server/deepseek_setup.sh ML
2025-07-02 11:15 deepseek_server/embedder.py ML
2025-07-03 20:08 deepseek_server/app.py ML
2025-07-04 15:22 minibrain-superrag/app.py ML
2025-07-09 09:36 schema-mind/explore_schemamind.sh AGENT
2025-07-18 13:01 deepseek_server/self_heal_with_tree.sh ML
AUGUST 2025 - HyperAgent Factory 18 files
2025-08-14 03:07 hyperagent.ai/01_bootstrap.sh AGENT
2025-08-14 03:09 hyperagent.ai/08_monitor.py AGENT
2025-08-14 03:33 hyperagent.ai/gen_supervisor_user.py AGENT
2025-08-14 19:25 hyperagent.ai/master_local_domains.sh AGENT
2025-08-14 20:39 hyperagent.ai/mk_50_agents.sh AGENT
2025-08-14 21:26 hyperagent.ai/tools_import_campaigns.py AGENT
2025-08-14 21:53 hyperagent.ai/dashboard.py AGENT
2025-08-21 23:15 hyperagent.ai/gen_supervisor.py AGENT
SEPTEMBER 2025 - Agency Swarm Integration 22 files
2025-09-10 16:13 hyperagent_factory/svarog.py AGENT
2025-09-15 10:40 selvagent/circuit.json AGENT
2025-09-19 18:12 hyperagent_factory/veche_moderator.py AGENT
2025-09-19 21:38 hyperagent_factory/run_audit.py AGENT
2025-09-20 02:52 hyperagent_factory/run_domain_strategy.py AGENT
2025-09-20 15:54 durable-swarm/durable_swarm.py SWARM
2025-09-20 15:54 agency-swarm/examples/*.py SWARM
2025-09-24 15:25 veles_hyperlog/registry_server.py SWARM
2025-09-24 15:25 veles_hyperlog/veles_planner.py SWARM
2025-09-25 20:24 projects/predictive_agent.py AGENT
2025-09-25 20:27 projects/marketplace_builder.py AGENT
2025-09-25 20:29 projects/patent_workers.py AGENT
NOVEMBER 14, 2024 - Hardware Foundation 2 files
2024-11-14 15:04 CM762/Linux/Kali-23.2-linux-headers.sh INFRA
2024-11-14 15:04 CM762/Linux/Kali-24.2-linux-headers.sh INFRA
NOVEMBER 26-27, 2025 - Infrastructure & Backup 25 files
2025-11-26 21:33 swarm-status.sh INFRA
2025-11-26 21:46 hyperlog-backup.sh INFRA
2025-11-26 22:17 hyperlog-guardian.sh INFRA
2025-11-27 01:40 ssi/data/ssi_metrics.json ML
2025-11-27 02:06 Desktop/HYPERLOG_PORTFOLIO.html INFRA
2025-11-27 13:44 c60_price_agent.py AGENT
2025-11-27 13:45 check_prices.py TOOL
2025-11-27 13:48 patent_factory/backend/package.json TOOL
NOVEMBER 28, 2025 - Intelligence Explosion 55 files
2025-11-28 12:28 code_intelligence/code_analyzer.py ML
2025-11-28 12:29 code_intelligence/code_generator.py ML
2025-11-28 12:31 code_intelligence/test_generator.py ML
2025-11-28 12:32 code_intelligence/intelligence_system.py ML
2025-11-28 13:56 tool_synthesis/tool_factory.py TOOL
2025-11-28 13:56 vision_intelligence/image_analyzer.py VISION
2025-11-28 13:57 tool_synthesis/api_discovery.py TOOL
2025-11-28 13:57 vision_intelligence/clip_embedder.py VISION
2025-11-28 13:57 reasoning_engine/task_decomposer.py ML
2025-11-28 13:57 whatsapp-chatgpt/crisis_detector.py AGENT
2025-11-28 13:58 vision_intelligence/visual_qa.py VISION
2025-11-28 13:59 voice_streaming/stream_processor.py VOICE
2025-11-28 13:59 voice_streaming/whisper_streaming.py VOICE
2025-11-28 13:59 voice_streaming/emotion_streaming.py VOICE
2025-11-28 13:59 voice_streaming/fastapi_websocket.py VOICE
2025-11-28 14:04 reasoning_engine/cot_orchestrator.py ML
2025-11-28 14:34 reasoning_engine/resource_allocator.py ML
2025-11-28 14:39 .swarm_energy/energy_monitor.py INFRA
2025-11-28 14:39 .swarm_energy/adaptive_power_manager.py INFRA
2025-11-28 16:06 fritzbox-swarm-backup.sh INFRA
2025-11-28 16:07 fritzbox-backup.sh INFRA
2025-11-28 16:10 fritzbox-backup-watcher.py INFRA
2025-11-28 16:12 swarm-health-monitor.py INFRA
2025-11-28 17:37 swarm_agi_architecture.md SWARM
2025-11-28 17:38 swarm_inference_api.py SWARM
2025-11-28 19:05 swarm_inference_extension.py SWARM
NOVEMBER 29, 2025 - EVOLUTION ACTIVE 8 files
2025-11-29 08:56 swarm_evolution_daemon.py SWARM
2025-11-29 08:57 swarm_brain.py SWARM
2025-11-29 08:59 swarm_router.py SWARM
2025-11-29 11:56 swarm_dashboard.html SWARM
2025-11-29 11:57 .claude/CLAUDE.md ML
2025-11-29 12:01 swarm_dashboard_3d.html SWARM
2025-11-29 12:19 swarm_dashboard_complete.html SWARM
2025-11-29 12:28 swarm_dashboard_server.py SWARM

ASCII Status

+==============================================================================+ | HYPERLOG SWARM - EVOLUTION STATUS | +==============================================================================+ | | | TIMELINE: June 2025 ------------------------------------------------> NOW | | | | | | | | | | Schema-Mind DeepSeek HyperAgent Veles Intelligence Evolution | | Phase 1 Server Factory Workers Modules Brain | | | +------------------------------------------------------------------------------+ | NODES ONLINE: | | [OK] dl380 - 995GB RAM - Primary Inference (ollama:11434) | | [OK] hyperlog - Remote Server (brain:8891) | | [OK] asus - Local Workstation (dashboard:8892) | | [OK] msi-1 - Gaming Node (standby) | | [OK] rog - Gaming Node (standby) | | [OK] thinkpad-1- Mobile Node (inference:8000) | +------------------------------------------------------------------------------+ | KNOWLEDGE INDEX: | | Total Chunks: 12,012 | | dl380: 4,004 | hyperlog: 4,004 | asus: 4,004 | | Projects: 178 files indexed | June 2025 - November 2025 | +------------------------------------------------------------------------------+ | EVOLUTION METRICS: | | Fitness Score: 0.78 (improving) | | Inference Count: Active | | Learning Rate: Continuous | | Self-Improvement: ENABLED | +------------------------------------------------------------------------------+ | AGI PROGRESS: [========================================--------] 67% | | Stage 1-5: COMPLETE | Stage 6: ACTIVE | Stage 7-9: PENDING | +==============================================================================+