David
Dec 29, 2025 - Jun 30, 2026
10
Decisions
0
Active Todos
8
Patterns
Decisions (10)
Sensitive Decision
OPA precedent — three-in-a-row water-carrier tap, not single-event hero pay
In 5/14 Nathan 1:1, with Nathan in middle of CVE response (third consecutive: dirty frag → copy-fail → current embargo), Peter declined to set the precedent of OPA/bonus payouts for single-event heroics. Maple — who carried water across all three events via consistent handoffs and status updates — is THE OPA candidate. David (took over secure-boot kernel build during Tate's absence) is growing into the role you'd want him to grow into normally → no OPA. Sultan (great dirty-frag work, up-late nights) → no OPA this round despite the effort. Nathan retained decision authority (Peter: I'm going to support whatever you decide. But, be cautious.) but the framework was set explicitly.
Ryan to POC AI-driven Veeam image builder, gated on Justin-approved test suite
Ryan will POC an AI-driven image builder, starting with Veeam, that automates custom image builds, testing, and documentation. Hard gate: AI-generated images must pass a Justin-approved test suite to prevent hallucinations. Long-term vision: a 'Chipotle line' image configurator letting users compose custom, repeatable builds from validated components.
Directed Fuzzball team to improve logging and error observability
After AMD MI300 troubleshooting meeting, directed Fuzzball team (Jonathon Anderson, David Horn) that the product needs better logging and error visibility. Customers should be able to self-diagnose issues via log files instead of requiring live troubleshooting meetings with CIQ engineers.
Coached David Godlove on sales-focused approach for AMD Fuzzball presentation
During the AMD Fuzzball overview meeting, coached David Godlove via DM to maintain a sales mindset rather than defaulting to engineering transparency about product limitations. Emphasized that the goal was to make AMD want to recommend Fuzzball, not to give a technical peer review.
CVE automation architecture - simple state machine, 1 CVE per commit
CVE automation should be built as a simple state machine with clear exit criteria at each step. Each commit addresses exactly one CVE. The orchestrator should be stupid-simple - just moving between states. Steps: Research -> Rebase -> Build -> Test -> MR -> Final Build -> Integration Test -> Promote to Beta -> Integration Test -> Production.
Board AI narrative delivered - positioned NARF as lean maintenance enabler
Delivered board presentation with AI positioned as lean maintenance enabler. Sent high-resolution release plan to board members after meeting. Board reception was stable but not as enthusiastic as expected for NARF - described to Max as uneventful, well received but not a giant splash.
Conference Travel Approval - David Godlove HBCSF
Approved David Godlove travel to speak on Apptainer at HBCSF conference in Chicago in late March (~$2,200 cost). Required Chris Wolford to coordinate with Lindsay (Marketing) and Chris Baek (Finance) as part of the approval.
NARF Monday Deadline Set
Set hard deadline for Trinity to fix CPackage bug by Monday morning. If not delivered, Max and David Gomez will take over NARF development.
CVE Strategy - Eventually Consistent Model
Aligned with Max on new approach to CVE patching: adopt an eventually consistent model that prioritizes rapid patching over perfect upfront testing. Accept a small error rate (e.g., 5%) as a necessary trade-off for speed, with fixes handled by COE.
Related Patterns (8)
Executive Sponsorship for Strategic Partnerships
Strategic cross-company initiatives and major client partnerships require executive-level accountability to move at the right pace and ensure proper prioritization.
Small Circle for Sensitive Operations
When executing sensitive strategic operations, keep the circle of informed people as small as possible to prevent leaks that could accelerate hostile action or undermine the initiative.
Proactive Talent Pipeline Investment
Invest in building leadership bench and talent relationships before there is an urgent need. Use proven relationships from past experience to create optionality.
Accountability Follow-Through
When you issue a warning or mandate with stated consequences, you follow through. Warnings are not threats - they are commitments. The credibility of future accountability depends on following through now.
Protect Engineering Capacity
When external demands threaten to overload engineering capacity, protect capacity by either requiring the demand to come with additional resources, or forcing hard prioritization choices upstream.
Lead by Example with New Tools
When championing new tools or processes, personally use them and share results rather than just advocating. Learning by doing and demonstrating value through example is more effective than mandates.
Protect Engineering Focus Through Process
When faced with requests that would disrupt engineering focus (from sales, governance, product, or other stakeholders), establish processes that protect engineering ability to innovate while still satisfying legitimate concerns. Prefer systematic solutions over ad-hoc responses.
Three-Lever Talent Management
When pursuing a velocity or performance mandate, simultaneously operate on all three talent levers — upgrade (hire better), retain (protect key people), and exit (remove blockers) — rather than sequentially. This creates compounding momentum: exits free capacity for upgrades, retention preserves institutional knowledge during transitions, and upgrades raise the performance bar that justifies further exits.