Dev Schooling يوفر كل setup command داخل VS Code terminal workflow.
03
Keys
مواد Access
يقوم workflow بعمل provision لمواد API access بينما تبقى معالجة private key خارج request payloads.
04
SDK Download
Runtime package
يتضمن SDK كلًا من Engine وTerminalRunner وExtension example وPythonRunner مع 12 Python files.
05
Workspace
تحكم محلي
يبدأ developer من SDK workspace محلي بدل snippets منفصلة.
06
First API Call
بدء execution
يستخدم أول call كلًا من command وinput وrun ID وstage ID وoperation ID مقابل M13 gateway.
02 / Curl Commands
اختر command واختبر API.
كل command يستخدم نفس M13 gateway contract: Authorization header و public key reference و JSON payload و run/stage/operation IDs قابلة للتتبع.
m13_fast.curl
1
03 / Payload Explorer
افحص Attack response حقيقية.
هذا المثال يرسل attack command ضد policy decision حقيقية ويعرض public response كاملة: content و artifact و Server IRSS و usage evidence و Dev Credit billing و ledger reference و local persistence status.
استكشاف call
الطبقة المحددة
Attack request
تعرض request كلًا من API command وdecision object المستهدف وcompact output constraint.
هذه هي نقطة الدخول التي يتحكم بها المستخدم: command وobject وoutput budget.
attack_request.json
1{2"command":"attack",3"input":"Attack the U.S. government decision dated January 15, 2025, known as the Framework for Artificial Intelligence Diffusion, to restrict and regulate access to advanced computing ICs and model weights of advanced AI systems for several countries.\n\nHard limit: max 1,000 characters total. Do not exceed this limit.\nUse compact sections only:\nverdict\nstrategic_effectiveness\nmarket_distortion\nenforcement_realism\nally_friction\nfinal_pressure_judgment",4"run_id":"run_attack_ai_diffusion_rule_1000_...",5"stage_id":"stage_attack_ai_diffusion_rule_1000_...",6"operation_id":"op_attack_ai_diffusion_rule_1000_..."7}
public_response.json
1{2"ok":true,3"status":"success",4"run_id":"run_attack_ai_diffusion_rule_1000_...",5"stage_id":"stage_attack_ai_diffusion_rule_1000_...",6"operation_id":"op_attack_ai_diffusion_rule_1000_...",7"content":"verdict: damaged\n\nstrategic_effectiveness: Tiered country classification creates binary in/out logic that ignores fluid geopolitical alignment shifts. Adversary access routes through tier-2 jurisdictions remain open. Controls lag chip architecture cycles by 12-18 months minimum.\n\nmarket_distortion: Concentrates compute supply advantage in incumbent US firms while accelerating sovereign chip programs in excluded nations. Pushes allied-nation AI labs toward non-US architectures, fragmenting interoperability long-term.\n\nenforcement_realism: Model weights are copyable digital artifacts. Export control frameworks built for physical goods collapse against weightfile diffusion via public code mirrors, academic channels, and offshore fine-tuning. Enforcement gap is structural, not resourcing.\n\nally_friction: Tier-2 allied democracies face compliance burdens indistinguishable from adversary treatment, generating diplomatic cost disproportionate to security gain. Drives procurement diversification away from US supply chains.\n\nfinal_pressure_judgment: Framework applies Cold War export-control logic to infinitely reproducible digital assets. Kill zone is enforcement feasibility against model weight diffusion. Survives only as signaling mechanism; collapses as actual containment architecture.",8"artifact":{9"artifact_id":"art_...",10"artifact_type":"generic",11"artifact_version":"v1",12"status":"created",13"origin":{14"space":"api",15"route":"/api/m13/llm",16"run_id":"run_attack_ai_diffusion_rule_1000_...",17"stage_id":"stage_attack_ai_diffusion_rule_1000_...",18"operation_id":"op_attack_ai_diffusion_rule_1000_...",19"ledger_entry_id":"led_...",20"server_irss_ref":null21},22"output":{23"kind":"text",24"format":"markdown"25},26"payload":{27"content":"verdict: damaged\n\nstrategic_effectiveness: Tiered country classification creates binary in/out logic that ignores fluid geopolitical alignment shifts. Adversary access routes through tier-2 jurisdictions remain open. Controls lag chip architecture cycles by 12-18 months minimum.\n\nmarket_distortion: Concentrates compute supply advantage in incumbent US firms while accelerating sovereign chip programs in excluded nations. Pushes allied-nation AI labs toward non-US architectures, fragmenting interoperability long-term.\n\nenforcement_realism: Model weights are copyable digital artifacts. Export control frameworks built for physical goods collapse against weightfile diffusion via public code mirrors, academic channels, and offshore fine-tuning. Enforcement gap is structural, not resourcing.\n\nally_friction: Tier-2 allied democracies face compliance burdens indistinguishable from adversary treatment, generating diplomatic cost disproportionate to security gain. Drives procurement diversification away from US supply chains.\n\nfinal_pressure_judgment: Framework applies Cold War export-control logic to infinitely reproducible digital assets. Kill zone is enforcement feasibility against model weight diffusion. Survives only as signaling mechanism; collapses as actual containment architecture."28},29"metadata_ref":null,30"created_at":"2026-07-03T10:47:22.578Z",31"integrity":{32"payload_hash":"sha256:...",33"metadata_hash":null,34"artifact_hash":"sha256:..."35}36},37"server_irss":{38"system":"M13",39"server_irss_version":"server_irss_v1",40"space":"api_execution",41"route":"/api/m13/llm",42"timestamp":"2026-07-03T10:47:22.578Z",43"runtime":{44"runtime_env":"staging",45"billing_context":"staging_dev",46"ledger_context":"staging",47"checkout_context":"disabled_admin_grant",48"balance_source":"staging_dev_token_balance"49},50"identity":{51"user_account_ref":"usr_...",52"api_workspace_id":"ws_...",53"public_key_ref":"sha256:...",54"api_key_ref":"key_...",55"auth_status":"accepted"56},57"operation":{58"run_id":"run_attack_ai_diffusion_rule_1000_...",59"stage_id":"stage_attack_ai_diffusion_rule_1000_...",60"operation_id":"op_attack_ai_diffusion_rule_1000_...",61"command":"attack",62"operation_type":"single_llm_call"63},64"llm":{65"called":true,66"provider":null,67"adapter":"anthropic_foundry",68"deployment":null,69"runtime_model":"claude-opus-4-6",70"stop_reason":"end_turn"71},72"usage":{73"input_tokens":107,74"output_tokens":268,75"cached_input_tokens":11178,76"cache_creation_input_tokens":0,77"total_tokens":11553,78"billable_tokens":149379},80"billing":{81"required":true,82"status":"debited",83"debited":true,84"charged_amount":4,85"billing_unit":"dev_credits",86"balance_after":94087},88"artifact":{89"artifact_id":"art_...",90"artifact_type":"generic",91"status":"created",92"payload_hash":"sha256:..."93},94"artifact_metadata":{95"metadata_ref":null,96"metadata_status":"not_created",97"metadata_hash":null98},99"ledger":{100"ledger_entry_id":"led_...",101"ledger_entry_created":true,102"entry_type":"llm_execution"103},104"execution_context":{105"execution_context_ref":null,106"execution_context_status":"not_required",107"execution_type":"direct_api_call",108"current_step_id":"llm_call",109"current_step_kind":"llm_call",110"current_operation_type":"single_llm_call"111},112"drift":{113"state":"none",114"origin":"none",115"risk":"none",116"signals":[]117},118"status":{119"execution_status":"success",120"ledger_entry_created":true,121"local_persistence_required":true,122"api_error_code":null123}124},125"execution_context":null,126"usage":{127"input_tokens":107,128"output_tokens":268,129"cached_input_tokens":11178,130"cache_creation_input_tokens":0,131"total_tokens":11553,132"billable_tokens":1493133},134"billing":{135"required":true,136"status":"debited",137"debited":true,138"charged_amount":4,139"billing_unit":"dev_credits",140"balance_after":940141},142"ledger_entry":{143"id":"led_...",144"status":"created"145},146"local_persistence_required":true147}
04 / Start
ابدأ مع Dev Credits.
تكون API جاهزة عندما يكون access و keys و Dev Credits جاهزة. الـ SDK المحلي يخص Build — والخطوة التالية هنا هي activation.
Ready to run
احصل على API access، واشحن calls عبر Dev Credits، ثم ابنِ محلياً عندما يكون workspace جاهزاً.
Dev Schooling prepares access and key handling. Dev Credits make execution visible and billable. Build explains the SDK, workspace, and local runtime in depth.