PARALLEL_EXECUTION_PLAN.json

{
  "execution_plan": {
    "version": "1.0.0",
    "title": "Parallel Execution System for 200K+ Ideas",
    "timestamp": "2026-04-06T08:18:00Z",
    "status": "LIVE",
    "target": {
      "total_ideas": 211000,
      "total_shards": 422,
      "ideas_per_shard": 500,
      "total_projects": "~21100",
      "estimated_files": "~84400",
      "estimated_loc": "~1,200,000"
    },
    "infrastructure": {
      "workers": 10,
      "shards_per_worker": 42.2,
      "actual_shard_distribution": [
        { "worker_id": 0, "shards": "0-41", "count": 42 },
        { "worker_id": 1, "shards": "42-83", "count": 42 },
        { "worker_id": 2, "shards": "84-125", "count": 42 },
        { "worker_id": 3, "shards": "126-167", "count": 42 },
        { "worker_id": 4, "shards": "168-209", "count": 42 },
        { "worker_id": 5, "shards": "210-251", "count": 42 },
        { "worker_id": 6, "shards": "252-293", "count": 42 },
        { "worker_id": 7, "shards": "294-335", "count": 42 },
        { "worker_id": 8, "shards": "336-377", "count": 42 },
        { "worker_id": 9, "shards": "378-421", "count": 44 }
      ]
    },
    "pipeline_stages": [
      {
        "stage": "@0master",
        "description": "Coordination & delegation. Routes each idea through the 9-stage pipeline. Maintains governance and decision logging.",
        "file": ".github/agents/0master.agent.md",
        "inputs": ["idea_id", "idea_file", "acceptance_criteria"],
        "outputs": ["project_id", "project_definition"],
        "roles": ["Router", "Coordinator", "Decision Logger"]
      },
      {
        "stage": "@1project",
        "description": "Project setup. Creates project structure, naming, directory layout.",
        "file": ".github/agents/1project.agent.md",
        "inputs": ["project_definition"],
        "outputs": ["project_structure", "kanban_entry"]
      },
      {
        "stage": "@2think",
        "description": "Analysis & exploration. Understands problem domain, constraints, dependencies.",
        "file": ".github/agents/2think.agent.md",
        "inputs": ["project_structure", "idea"],
        "outputs": ["analysis_document", "constraint_map"]
      },
      {
        "stage": "@3design",
        "description": "Architecture & design decisions. Creates technical design, module layout, interfaces.",
        "file": ".github/agents/3design.agent.md",
        "inputs": ["analysis_document"],
        "outputs": ["design_document", "module_graph"]
      },
      {
        "stage": "@4plan",
        "description": "Implementation planning. Creates detailed task breakdown, acceptance criteria.",
        "file": ".github/agents/4plan.agent.md",
        "inputs": ["design_document"],
        "outputs": ["implementation_plan", "test_strategy"]
      },
      {
        "stage": "@5test",
        "description": "Test writing (red phase). Creates failing tests that define spec.",
        "file": ".github/agents/5test.agent.md",
        "inputs": ["implementation_plan"],
        "outputs": ["test_suite.py", "test_fixtures"]
      },
      {
        "stage": "@6code",
        "description": "Implementation (green phase). Writes code to make tests pass. No stubs or TODOs.",
        "file": ".github/agents/6code.agent.md",
        "inputs": ["test_suite.py", "implementation_plan"],
        "outputs": ["implementation/*.py", "docstrings", "type_hints"]
      },
      {
        "stage": "@7exec",
        "description": "Execution & deployment. Runs code, validates behavior, deploys.",
        "file": ".github/agents/7exec.agent.md",
        "inputs": ["implementation/*.py"],
        "outputs": ["execution_log", "deployment_status"]
      },
      {
        "stage": "@8ql",
        "description": "Query & security analysis. Security scanning, performance analysis.",
        "file": ".github/agents/8ql.agent.md",
        "inputs": ["implementation/*.py"],
        "outputs": ["security_report", "perf_analysis"]
      },
      {
        "stage": "@9git",
        "description": "Git & GitHub. Commits, pushes, creates PRs, merges to main.",
        "file": ".github/agents/9git.agent.md",
        "inputs": ["all_outputs", "security_report"],
        "outputs": ["commit_hash", "pr_link", "merge_status"]
      }
    ],
    "quality_gates": {
      "syntax_validation": {
        "tool": "ast.parse()",
        "requirement": "100% of code must be syntactically valid Python"
      },
      "type_hints": {
        "tool": "mypy --ignore-missing-imports",
        "requirement": "All functions must have type hints"
      },
      "docstrings": {
        "tool": "ruff check --select D",
        "requirement": "All functions/classes must have Google-style docstrings"
      },
      "linting": {
        "tool": "ruff check",
        "requirement": "Must pass all linting rules (I001, D100-D107, etc)"
      },
      "test_coverage": {
        "tool": "coverage.py",
        "requirement": "Minimum 85% line coverage"
      },
      "test_execution": {
        "tool": "pytest",
        "requirement": "100% of tests must pass"
      }
    },
    "distributed_queue": {
      "type": "file-lock based",
      "location": "/tmp/shard_queue",
      "per_shard_lock": "locks/shard_XXXX.lock",
      "states": ["PENDING", "PROCESSING", "COMPLETE", "FAILED"],
      "max_retries": 3,
      "retry_strategy": "exponential backoff with jitter"
    },
    "retry_policy": {
      "max_attempts": 3,
      "base_delay": 1.0,
      "max_delay": 60.0,
      "backoff_formula": "min(base_delay * 2^attempt, max_delay) + jitter(±20%)"
    },
    "progress_reporting": {
      "interval_minutes": 30,
      "channels": ["Telegram", "local_logs"],
      "metrics_reported": [
        "shards_completed",
        "ideas_processed",
        "projects_created",
        "files_generated",
        "lines_of_code",
        "quality_pass_rate",
        "velocity (ideas/hour)",
        "eta_hours"
      ],
      "milestone_alerts": [
        "50K ideas",
        "100K ideas",
        "150K ideas",
        "200K ideas"
      ]
    },
    "expected_output_structure": {
      "root": "/home/dev/PyAgent/implementations/generated_code",
      "layout": {
        "worker_00/": "Worker 0 outputs",
        "worker_00/shard_0000/": "Shard 0 outputs",
        "worker_00/shard_0000/idea_000001_impl.py": "Implementation code",
        "worker_00/shard_0000/test_idea_000001.py": "Test code",
        "worker_00/shard_0000/SUMMARY.json": "Shard completion summary",
        "FINAL_REPORT.json": "Execution summary across all workers"
      }
    },
    "execution_milestones": [
      {
        "ideas": 0,
        "milestone": "START",
        "shards": 0,
        "eta_hours": "~21-24"
      },
      {
        "ideas": 50000,
        "milestone": "25% COMPLETE",
        "shards": 100,
        "eta_hours": "~15-18"
      },
      {
        "ideas": 100000,
        "milestone": "50% COMPLETE",
        "shards": 200,
        "eta_hours": "~10-12"
      },
      {
        "ideas": 150000,
        "milestone": "75% COMPLETE",
        "shards": 300,
        "eta_hours": "~5-7"
      },
      {
        "ideas": 200000,
        "milestone": "95% COMPLETE",
        "shards": 400,
        "eta_hours": "~1"
      },
      {
        "ideas": 211000,
        "milestone": "COMPLETE",
        "shards": 422,
        "eta_hours": 0
      }
    ],
    "velocity_targets": {
      "ideas_per_hour": "~10000",
      "shards_per_hour": "~20",
      "projects_per_hour": "~1000",
      "files_per_hour": "~4000",
      "loc_per_hour": "~60000"
    },
    "system_components": [
      {
        "name": "distributed_queue.py",
        "lines": 250,
        "purpose": "File-lock based queue for shard coordination",
        "key_methods": [
          "lock_shard()",
          "mark_shard_processing()",
          "mark_shard_complete()",
          "get_queue_stats()"
        ]
      },
      {
        "name": "quality_gates.py",
        "lines": 380,
        "purpose": "Per-shard validation (syntax, types, docs, coverage, linting)",
        "key_methods": [
          "validate_syntax()",
          "check_type_hints()",
          "validate_docstrings()",
          "lint_code()",
          "run_all_gates()"
        ]
      },
      {
        "name": "retry_handler.py",
        "lines": 110,
        "purpose": "Exponential backoff retry logic with jitter",
        "key_methods": [
          "exponential_backoff()",
          "retry()"
        ]
      },
      {
        "name": "worker.py",
        "lines": 280,
        "purpose": "Individual worker processing 42 shards",
        "key_methods": [
          "process_shard()",
          "process_all_shards()",
          "_execute_idea_pipeline()"
        ]
      },
      {
        "name": "metrics_tracker.py",
        "lines": 280,
        "purpose": "Real-time metrics, velocity calculation, ETA, bottleneck detection",
        "key_methods": [
          "checkpoint()",
          "get_velocity()",
          "calculate_eta()",
          "detect_bottlenecks()"
        ]
      },
      {
        "name": "telegram_reporter.py",
        "lines": 150,
        "purpose": "Telegram progress reports (30-min intervals + milestones)",
        "key_methods": [
          "send_progress_report()",
          "send_milestone_alert()",
          "send_error_alert()"
        ]
      },
      {
        "name": "orchestrator.py",
        "lines": 320,
        "purpose": "Main orchestrator: spawn workers, monitor progress, finalize",
        "key_methods": [
          "run()",
          "_monitor_progress()",
          "_collect_metrics()",
          "_finalize()"
        ]
      },
      {
        "name": "main.py",
        "lines": 120,
        "purpose": "CLI entry point with argparse for --workers, --shards, --telegram",
        "key_methods": [
          "main()"
        ]
      }
    ],
    "how_to_run": {
      "option_1_full_system": "python -m parallel_execution.main --workers 10 --shards 422 --telegram",
      "option_2_dry_run": "python -m parallel_execution.main --workers 10 --shards 422 --dry-run",
      "option_3_custom": "python -m parallel_execution.main --workers N --shards M --output-dir /path",
      "prerequisites": [
        "Python 3.9+",
        "asyncio (stdlib)",
        "fcntl (Unix only)",
        "git (for @9git)",
        "pytest, mypy, ruff, coverage (for quality gates)",
        "python-telegram-bot (for Telegram reporting)"
      ]
    },
    "notes": {
      "architecture": "Async worker pool with file-lock coordination. Each worker processes 42 shards sequentially (not concurrent within worker). Across 10 workers = 420 parallel shard streams.",
      "bottleneck_detection": "Monitors velocity stability via coefficient of variation. Detects stalls (zero progress) and quality spikes.",
      "graceful_degradation": "If one worker fails, others continue. Shard locks prevent double-processing. Failed shards can be retried.",
      "transaction_safety": "Future: integrate PyAgent's StorageTransaction for atomic file writes and rollback.",
      "scalability": "Design supports 100+ workers. Each worker is independent asyncio task. Add workers via --workers flag.",
      "real_time_tracking": "Checkpoints every 30 minutes with velocity calculation. ETA confidence increases with checkpoint history.",
      "quality_bars": "Enforces syntax, type hints, docstrings, linting, coverage, tests. No exceptions.",
      "integration_readiness": "Designed to integrate with hermes pairing approve telegram for real-time Telegram delivery."
    }
  }
}