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[ WebToolTip.com ] Udemy - AI Incident Response - LLM and Agent Failures in Production
- Date: 2026-08-24
- Size: 3.4 GB
- Files: 83
File Name
Size
Get Bonus Downloads Here.url
180 B
~Get Your Files Here !/1 - When the Alarm Is an AI/1. Quiz 1 — When the Alarm Is an AI.html
23 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/1. The Night Atlas Went Rogue — A 4 a.m. Cold Open.mp4
102 MB
~Get Your Files Here !/1 - When the Alarm Is an AI/2. Meet Meridian Health — Your Incident Environment.mp4
117 MB
~Get Your Files Here !/1 - When the Alarm Is an AI/3. Why Your Runbook Breaks on Non-Deterministic Systems.mp4
88 MB
~Get Your Files Here !/1 - When the Alarm Is an AI/4. The AI Incident Lifecycle — Detect, Contain, Eradicate, Recover.mp4
111 MB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/README.md
5.0 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/__init__.py
235 B
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/agent.py
3.2 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/casefile.py
5.7 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/config.py
2.0 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/db.py
2.3 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/eval.py
3.5 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/incident.py
5.9 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/input.py
1.2 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/ir.py
15 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/limits.py
1.2 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/mcp.py
1.5 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/model.py
5.4 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/restore.py
4.3 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/retrieval.py
2.8 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/run.py
1.5 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/seed.py
3.6 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/status.py
1.6 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/telemetry.py
2.2 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/toolbox.py
4.2 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/atlas/tools.py
1.4 kB
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/evidence/gitkeep
0 B
~Get Your Files Here !/1 - When the Alarm Is an AI/atlas-ir-lab/requirements.txt
167 B
~Get Your Files Here !/2 - Detection & Telemetry/2. Quiz 2 — Detection & Telemetry.html
22 kB
~Get Your Files Here !/2 - Detection & Telemetry/5. What to Log — Prompts, Completions, Tool Calls, Retrievals, Cost.mp4
104 MB
~Get Your Files Here !/2 - Detection & Telemetry/6. Building the AI Detection Stack — Traces, Spans, Guardrail Events.mp4
98 MB
~Get Your Files Here !/2 - Detection & Telemetry/7. The Signal Catalog — What Each Failure Mode Looks Like in Telemetry.mp4
36 MB
~Get Your Files Here !/2 - Detection & Telemetry/8. Alerting Without Drowning — Baselines, Thresholds, Anomaly Detection.mp4
81 MB
~Get Your Files Here !/2 - Detection & Telemetry/9. The First Five Minutes — The Triage Decision Tree.mp4
35 MB
~Get Your Files Here !/2 - Detection & Telemetry/Assignment 1 — Detection Coverage Matrix.html
5.8 kB
~Get Your Files Here !/3 - Severity, Triage & Declaration/10. The AI Severity Matrix — Blast Radius, Autonomy, Data Class, Reversibility.mp4
93 MB
~Get Your Files Here !/3 - Severity, Triage & Declaration/11. Declaring an Incident — Roles, the Bridge, and Who Owns the Model.mp4
112 MB
~Get Your Files Here !/3 - Severity, Triage & Declaration/12. Preserve Before You Touch — Evidence at the Moment of Detection.mp4
90 MB
~Get Your Files Here !/3 - Severity, Triage & Declaration/13. The Reproducibility Problem — Can You Even Trigger It Again.mp4
86 MB
~Get Your Files Here !/3 - Severity, Triage & Declaration/3. Quiz 3 — Severity, Triage & Declaration.html
22 kB
~Get Your Files Here !/3 - Severity, Triage & Declaration/Assignment 2 — AI Incident Severity Matrix.html
5.3 kB
~Get Your Files Here !/4 - Containment Mechanics/14. The Containment Toolkit — Kill, Throttle, Revoke, Roll Back, Isolate.mp4
113 MB
~Get Your Files Here !/4 - Containment Mechanics/15. Killing an Agent Safely — Draining vs. Hard Stop, and In-Flight Actions.mp4
91 MB
~Get Your Files Here !/4 - Containment Mechanics/16. Revoking Capability — Tokens, Scopes, MCP Servers, Plugins.mp4
99 MB
~Get Your Files Here !/4 - Containment Mechanics/17. Model & Prompt Rollback — Versioning as a Containment Control.mp4
87 MB
~Get Your Files Here !/4 - Containment Mechanics/18. Containment Blast Radius — What Breaks When You Pull the Plug.mp4
108 MB
~Get Your Files Here !/4 - Containment Mechanics/4. Quiz 4 — Containment Mechanics.html
22 kB
~Get Your Files Here !/4 - Containment Mechanics/Assignment 3 — Containment Procedures.html
6.4 kB
~Get Your Files Here !/5 - Playbooks I Injection, Poisoning & Leakage/19. Playbook — Direct & Indirect Prompt Injection.mp4
90 MB
~Get Your Files Here !/5 - Playbooks I Injection, Poisoning & Leakage/20. Playbook — Poisoned Memory & Persistent Context Compromise.mp4
84 MB
~Get Your Files Here !/5 - Playbooks I Injection, Poisoning & Leakage/21. Playbook — Data Leakage & PII Exfiltration Through the Model.mp4
97 MB
~Get Your Files Here !/5 - Playbooks I Injection, Poisoning & Leakage/22. Playbook — Compromised MCP Server or Plugin.mp4
98 MB
~Get Your Files Here !/5 - Playbooks I Injection, Poisoning & Leakage/23. Playbook — Model or Supplier Compromise.mp4
88 MB
~Get Your Files Here !/5 - Playbooks I Injection, Poisoning & Leakage/5. Quiz 5 — Playbooks I Injection, Poisoning & Leakage.html
23 kB
~Get Your Files Here !/6 - Playbooks II Agency, Cost & Availability/24. Playbook — Tool Abuse & Unauthorized Actions.mp4
90 MB
~Get Your Files Here !/6 - Playbooks II Agency, Cost & Availability/25. Playbook — Agent Loops, Recursion & Runaway Orchestration.mp4
89 MB
~Get Your Files Here !/6 - Playbooks II Agency, Cost & Availability/26. Playbook — Runaway Token Consumption & Cost Incidents.mp4
86 MB
~Get Your Files Here !/6 - Playbooks II Agency, Cost & Availability/27. Playbook — AI Service Outage & Provider Degradation.mp4
89 MB
~Get Your Files Here !/6 - Playbooks II Agency, Cost & Availability/28. Playbook — Hallucination-Driven Business Decisions.mp4
87 MB
~Get Your Files Here !/6 - Playbooks II Agency, Cost & Availability/29. Playbook — AI-Generated Insecure Code in Production.mp4
86 MB
~Get Your Files Here !/6 - Playbooks II Agency, Cost & Availability/6. Quiz 6 — Playbooks II Agency, Cost & Availability.html
22 kB
~Get Your Files Here !/6 - Playbooks II Agency, Cost & Availability/Assignment 4 — Author a Custom Playbook (flagship).html
7.5 kB
~Get Your Files Here !/7 - Forensics on a Stochastic System/30. Reconstructing the Trace — Building the Incident Timeline.mp4
34 MB
~Get Your Files Here !/7 - Forensics on a Stochastic System/31. The AI Evidence Checklist & Chain of Custody.mp4
113 MB
~Get Your Files Here !/7 - Forensics on a Stochastic System/32. Root Cause Beyond “The Model Did It”.mp4
94 MB
~Get Your Files Here !/7 - Forensics on a Stochastic System/33. Attribution — Model, Prompt, Data, Tool, or Human.mp4
101 MB
~Get Your Files Here !/7 - Forensics on a Stochastic System/7. Quiz 7 — Forensics on a Stochastic System.html
22 kB
~Get Your Files Here !/7 - Forensics on a Stochastic System/Assignment 5 — Evidence Checklist & Chain of Custody.html
6.7 kB
~Get Your Files Here !/8 - Eradication & Recovery/34. Eradication — Purging Poisoned Memory, Caches and Vector Indexes.mp4
90 MB
~Get Your Files Here !/8 - Eradication & Recovery/35. Safe Restoration — Shadow Mode, Canary, Progressive Re-enablement.mp4
90 MB
~Get Your Files Here !/8 - Eradication & Recovery/36. Regression Evals as Recovery Exit Criteria.mp4
87 MB
~Get Your Files Here !/8 - Eradication & Recovery/37. The AI Post-Incident Review — Blameless and Model-Aware.mp4
95 MB
~Get Your Files Here !/8 - Eradication & Recovery/8. Quiz 8 — Eradication & Recovery.html
22 kB
~Get Your Files Here !/8 - Eradication & Recovery/Assignment 6 — Post-Incident Review.html
7.1 kB
~Get Your Files Here !/9 - Readiness, Program & Capstone/10. Final Exam — 40 Scenario Questions.html
61 kB
~Get Your Files Here !/9 - Readiness, Program & Capstone/38. Standing Up an AI IR Program — On-Call, Runbooks, Ownership.mp4
35 MB
~Get Your Files Here !/9 - Readiness, Program & Capstone/39. Running an AI Incident Tabletop That Isn't Theatre.mp4
79 MB
~Get Your Files Here !/9 - Readiness, Program & Capstone/40. Who You Must Tell, and When — The Regulatory Clock.mp4
34 MB
~Get Your Files Here !/9 - Readiness, Program & Capstone/41. Wrap-Up — Your First Thirty Days.mp4
36 MB
~Get Your Files Here !/9 - Readiness, Program & Capstone/9. Quiz 9 — Readiness, Program & Capstone.html
22 kB
~Get Your Files Here !/9 - Readiness, Program & Capstone/Capstone — AI Incident Response Readiness Pack.html
7.0 kB
~Get Your Files Here !/Bonus Resources.txt
70 B