> Markdown version of [/playlists/incident-response](https://www.wearedevelopers.com/playlists/incident-response). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Playlist: Incident response 15 videos · 16 moments · 47.1 minutes ## Unlocking the AI Black Box: Building Trust in the Era of Agentic Production - **Tracking operational challenges and incident response metrics** (14:03, 3min) — Connecting metric tracking directly to enterprise revenue by reducing incident investigation and mitigation times. [Learn more](https://www.wearedevelopers.com/videos/100086-unlocking-the-ai-black-box-building-trust-in-the-era-of-agentic-production) ## Shipping with Confidence: Observability and Quality at Scale - **Closing the development loop with automated AI incident responses** (26:49, 1min) — Managing the escalating velocity of coding pipelines requires deploying analytical agents in production to quickly diagnose anomalies and submit au... [Learn more](https://www.wearedevelopers.com/videos/100166-shipping-with-confidence-observability-and-quality-at-scale) ## Empathy: The secret sauce of Resilience - **Analyzing incident responses to uncover organizational culture** (04:10, 1min) — Evaluating how a company investigates and learns from production incidents reveals its true capacity for self-correction. [Learn more](https://www.wearedevelopers.com/videos/465-empathy-the-secret-sauce-of-resilience) ## 3 Key Steps for Optimizing DevOps Workflows - **Prioritizing incident detection and recovery over prevention** (02:20, 4min) — Minimizing the duration of incidents reduces overall disruption more effectively than pursuing expensive prevention strategies. [Learn more](https://www.wearedevelopers.com/videos/962-3-key-steps-for-optimizing-devops-workflows) ## Applying Agile Principles to Incident Management - **Applying software development methodologies to incident response** (06:30, 3min) — Adapting core frameworks like agile iterations, devops culture, and sre automation to manage technical crises. [Learn more](https://www.wearedevelopers.com/videos/101-applying-agile-principles-to-incident-management) ## Software That Fixes Itself - **Shifting software delivery bottlenecks to operations and incident response** (14:00, 3min) — Accelerating upstream coding shifts system pressure toward downstream deployment verification and stressful on-call environments. [Learn more](https://www.wearedevelopers.com/videos/100332-software-that-fixes-itself) ## Agentic DevOps: How AI-Powered Automation Transforms Software Delivery on GitHub and Azure - **Streamlining incident response and root cause analysis automatically** (14:59, 1min) — How automated log aggregation and meeting transcriptions improve incident documentation and systemic mitigation. [Learn more](https://www.wearedevelopers.com/videos/1539-agentic-devops-how-ai-powered-automation-transforms-software-delivery-on-github-and-azure) ## SRE Methods In an Agency Environment - **Assigning strict roles for incident response teams** (19:33, 3min) — Clear escalation boundaries isolate the specific duties of an incident commander, communications lead, and operations lead during an active issue. [Learn more](https://www.wearedevelopers.com/videos/348-sre-methods-in-an-agency-environment) ## Enabling automated 1-click customer deployments with built-in quality and security - **Introduction to network security and endpoint monitoring architectures** (00:18, 4min) — An overview of deploying dedicated security zones and connecting them to central incident response tools. [Learn more](https://www.wearedevelopers.com/videos/83-enabling-automated-1-click-customer-deployments-with-built-in-quality-and-security) ## Blameless Postmortems That Change Nothing: Cultural Anti-Patterns in Incident Learning - **The hidden reality of unresolved engineering incidents** (00:15, 5min) — Superficial fixes and poor incident documentation after outages prevent meaningful organizational learning. [Learn more](https://www.wearedevelopers.com/videos/100211-blameless-postmortems-that-change-nothing-cultural-anti-patterns-in-incident-learning) ## Walking into the era of Supply Chain Risks - **Responding effectively to exploits after security patch releases** (06:57, 0min) — The Equifax breach demonstrates the critical need to detect and respond rapidly when public exploits target known software vulnerabilities. - **Creating secure baselines by tracking container environment configurations** (28:01, 1min) — Empowering software engineering teams with precise inventory visibility reduces the cognitive load during incident response. [Learn more](https://www.wearedevelopers.com/videos/376-walking-into-the-era-of-supply-chain-risks) ## How to make a 4 day week work for everyone - **Measuring productivity and business impact of reduced hours** (49:52, 4min) — Analyzing ticket resolution velocity and incident response metrics quantitatively validates that a four-day week improves developer productivity. [Learn more](https://www.wearedevelopers.com/videos/508-how-to-make-a-4-day-week-work-for-everyone) ## Building Security Champions - **Engaging software developers deeply in secure engineering practices** (11:15, 6min) — Methods to involve champions deeply through incident response participation, appropriate secret sharing, and team building. [Learn more](https://www.wearedevelopers.com/videos/193-building-security-champions) ## DevSecOps: Security in DevOps - **Defining application, pipeline, and security operations roles** (06:07, 0min) — Breaking down the security journey into application security, pipeline deployment security, and incident response operations. [Learn more](https://www.wearedevelopers.com/videos/36-devsecops-security-in-devops) ## Leave it to the Dutch: How to save on your Azure bill! - **Configuring automated cost alerts for budget thresholds** (08:09, 1min) — Setting alert limits slightly above anticipated spending enables rapid incident response to sudden billing spikes. [Learn more](https://www.wearedevelopers.com/videos/1530-leave-it-to-the-dutch-how-to-save-on-your-azure-bill)