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Protect Engineering Capacity

strategy87% High

122

Occurrences

80%

Success Rate

4.1

Avg Rating

Description

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.

Typical Approach

Reject work that displaces existing priorities without growing capacity. Require partnerships to add headcount, not just fund activity. Force Product to separate critical path from nice-to-haves. Use phased estimation to protect engineers from premature commitments while still giving leadership visibility.

Trigger Conditions

Keywords:
capacityoverloadroadmapprioritizationheadcountresourcesdisplacementscope
Constraints: engineering capacity is finite, external demand threatens internal priorities, timeline pressure without resource increase
People: when partners or internal stakeholders push for more work without more resources

Last applied: July 9, 2026

Created: January 16, 2026

Example Decisions (122)

Support Nathan CVE-first prioritization over the Google minimal-kernel delivery; own the customer comms

Jul 9, 2026 · strategy

Pending

Reinforce that an automated Linux CI/CD pipeline is one of the top-3 H2 company objectives

Jul 7, 2026 · strategy

Pending

Gate Rakuten 8.6 / RT-kernel support work on a signed 1.6 to 1.8M expansion that funds dedicated headcount

Jul 6, 2026 · strategy

★★★★

Everfox desktop-OS: require explicitly scoped and funded eng-investment before supporting the deal

Jun 30, 2026 · strategy

Pending

Champion Kubernetes-by-CIQ as an H2 engineering deliverable (build on the standard)

Jun 30, 2026 · strategy

★★★★

EU Cyber Resilience Act - scope hinges on legal definitions; Bjorn to engage lawyers; aim to publish our own definitions

Jun 18, 2026 · strategy

★★★★

Hold the margin line - willing to walk from bad-economics deals (currently applied to Rakuten)

Jun 18, 2026 · strategy

★★★★★

Reject centralized AI governance and access-guardrails on internal AI tools - optimize adoption and transparency, accept eventual leakage

Jun 18, 2026 · strategy

★★★★★

Veeam CVE-escalation response: tell the honest intentional-tradeoff story, diagnose via Dickerson first

Jun 18, 2026 · strategy

★★★★★

Set kernel-independence north star; justify RESF-CIQ pipeline convergence investment as the path to it

Jun 17, 2026 · strategy

★★★★★

Gate NVIDIA/Spark announcement on engineering supportability — eng-only until then, then hand to GTM

Jun 12, 2026 · strategy

★★★★★

Intent to move Ascender to Zorina with dedicated headcount; stays under Justin for now

Jun 12, 2026 · strategy

★★★★★

Prioritize RLC 10.2 to the top, drop AI+H work — and validate the JPD deprioritization as correct

Jun 12, 2026 · strategy

★★★★★

Kill follow-on Icicle patents — finalize the single Icicle filing only

Jun 8, 2026 · strategy

★★★★★

Mandate CIQ build/test pipeline converge with the RESFs — one unified project, Nathan accountable, coordination over speed

Jun 5, 2026 · strategy

★★☆☆☆

Product owns prioritization of everything in the JPD

May 29, 2026 · strategy

★★★★★

RHEL patching support: same-day customer-facing document with explicit Ubuntu carve-out

May 27, 2026 · strategy

★★★★

Peter Computex condition: product must be production-ready, not a POC

May 27, 2026 · strategy

★★★★

Reward Yesh for responsible disclosure — CIQ first-ever bug bounty

May 26, 2026 · strategy

★★★★

Firewall Greg AI prototyping team — company makes no plans against their output

May 26, 2026 · strategy

★★★★

Ascender ownership moves to Nathan org with possible Zarina-led sister team

May 26, 2026 · strategy

★★★☆☆

Rakuten RFQ prioritized over Board prep + vulnerability response — scope-discipline enforced at line-item level

May 19, 2026 · strategy

★★★★★

CVE response strategy — three-pillar overhaul (process + tooling + strategic kernel review)

May 12, 2026 · strategy

★★★★

Open strategic review of RLC/RLK identity + upstream binding (Dirty Frag triggered)

May 12, 2026 · strategy

Pending

Commit engineering to vuln-handling infra/automation at Leadership Roundtable

May 12, 2026 · strategy

★★☆☆☆

Reject open-ended LGU+ RHEL/OEL support commitments — best effort only

May 8, 2026 · strategy

★★★★★

Prioritize build/test infrastructure to eliminate reactive engineering interrupts

May 8, 2026 · strategy

★★☆☆☆

Ask Bjorn to deliver ARR/dilution/Series-B rationale to engineering org

May 7, 2026 · strategy

★★★★

Three-tier Rakuten kernel proposal — 8.10 preferred, 8.6 sustaining, $800k-$1M PS for full 8.6

May 4, 2026 · strategy

★★★★★

Everfox: require ~$2M front-loaded year-one payment, reject back-loaded $600k structure

May 4, 2026 · strategy

★★★★

Engineering veto required on custom deals and new lines of business

May 4, 2026 · strategy

★★★★

Ryan to POC AI-driven Veeam image builder, gated on Justin-approved test suite

May 1, 2026 · strategy

★★★☆☆

Ship CIQ kernel patch with extra fix; contribute upstream; race to be first/best on CVE response

May 1, 2026 · strategy

★★★★★

Send IAG/Sam an operational due-diligence note on Raven Resonance (Thomas Suarez)

Apr 29, 2026 · strategy

★★★★★

Expand Atomicorp partnership scope to absorb compliance load CIQ will not staff

Apr 27, 2026 · strategy

★★★★

Defer ARM64 Pro Hardened build until Core42 commits — group decision Peter endorsed

Apr 27, 2026 · strategy

★★★☆☆

Core42: pivot from Fuzzball sale to full-stack compliance partnership

Apr 18, 2026 · strategy

★★★★

Reframe Azure relationship — CIQ supports RLC, not all of RESF

Apr 17, 2026 · strategy

★★★★

Committed CVE categorization + kpatch estimates to Google by Monday

Apr 17, 2026 · strategy

★★★★★

Set Sales Scope Discipline on Nokia Opportunity

Apr 15, 2026 · strategy

★★★★

Escalated Google/NVIDIA Rocky messaging discrepancy to Bjorn

Apr 14, 2026 · strategy

★★★★

Agreed to Uber Value Drivers Framework for Strategic Clarity

Apr 11, 2026 · strategy

★★★★★

Set Lab-to-Production Boundary — Nothing Ships Without Engineering Productization

Apr 11, 2026 · strategy

★★★★★

Defended Global Prioritization Model with Per-Team Computed Views

Apr 11, 2026 · strategy

★★★★

NVIDIA Partnership - Resource Commitment for Grace Vera Patch Support

Apr 9, 2026 · strategy

★★★★

Google Meeting Communication Coaching for Brady/Nathan

Apr 9, 2026 · strategy

★★★★★

FIPS Delivery Contingent on Google Commercial Commitment

Apr 8, 2026 · strategy

★★★★★

Value Driver Consolidation from ~50 to ~3 Core Drivers

Apr 8, 2026 · strategy

★★★★★

Taking Personal Lead on All GDC Communication for Next Month

Apr 8, 2026 · strategy

★★★★★

FIPS 6.18 Option 2 Engineering Kickoff

Apr 7, 2026 · strategy

★★★★★

Google GDC Relationship Reset via CTO Email to Manu

Apr 7, 2026 · strategy

★★★★

Agent IQ: Requiring Bjorn to Justify Before Supporting

Apr 4, 2026 · strategy

★★★★

Google FIPS 618 as Commercial Leverage

Apr 4, 2026 · strategy

★★★★★

Icicle Skepticism Maintained — Minimal Investment Only

Mar 30, 2026 · strategy

★★★★★

Google Contract Engineering Justification

Mar 30, 2026 · strategy

★★★★★

Established Fuzzball AI validation process

Mar 25, 2026 · strategy

★★★★

Proposed RESF two-person leadership model to Greg

Mar 25, 2026 · strategy

★★★★

RESF — Deliberately accepted engineering capacity hit for RESF support

Mar 24, 2026 · strategy

★★★★★

RESF — Committed CIQ resources (Dieter/Nathan) and proposed tech lead structure

Mar 24, 2026 · strategy

★★★★★

Accelerate RESF Leadership Installation — Challenge Greg's 2-Month Delay

Mar 21, 2026 · strategy

★★★★

Google Deal — Engineering Owns Resource Projection

Mar 18, 2026 · strategy

★★★★

RESF Operational Framework — CIQ Resources Work Under RESF Direction

Mar 18, 2026 · strategy

★★★★

Post-RESF Consolidated Deliverable Reset

Mar 13, 2026 · strategy

★★★★★

Brian Clemens — Loop In After Front Door Closes

Mar 11, 2026 · strategy

★★★★

Endorsed Bjorn's Linux Prioritization Framework

Mar 11, 2026 · strategy

★★★★★

RLC AI — Ship Iteratively Despite Unclear Vision

Mar 10, 2026 · strategy

★★★★

RESF Operational Security — Compartmentalize Until Board Action

Mar 10, 2026 · strategy

★★★★★

RESF Infrastructure Takeover — Highest Priority for Two Weeks

Mar 10, 2026 · strategy

★★★★★

Prioritize GPU Optimization to Define Team Capability Needs

Mar 8, 2026 · strategy

★★★★

Prioritize Google Exec Meeting — Adjust Reno Travel

Mar 6, 2026 · strategy

★★★★★

RESF Option A — CIQ-Led Transition with Narrative Reframing

Mar 5, 2026 · strategy

★★★★★

Unified Google Proposal — Present Combined GDC/GCE to Rohan

Mar 4, 2026 · strategy

★★★☆☆

RESF Strategic Patience — Don't Alienate Brian Before the Vote

Mar 4, 2026 · strategy

★★★★★

Aligned with Max on RESF Option A (Skeleton Independent) as the best path

Mar 3, 2026 · strategy

★★★★

Decided to carefully surface Icicle results to Bjorn

Feb 27, 2026 · strategy

★★★★

Expanded NVIDIA licensing ask to include Fabric Manager + NVISM

Feb 27, 2026 · strategy

★★★☆☆

Committed to aggressive NVIDIA GPU Operator self-certification timeline for GTC

Feb 27, 2026 · strategy

★★★☆☆

Rocky project contingency war room - infrastructure security planning

Feb 26, 2026 · strategy

★★★★

Risk tolerance recalibration - push and be wrong for low-risk releases

Feb 26, 2026 · strategy

★★★★

Set NVIDIA positioning: benchmarks are AMD-only, offer to collaborate on tuning

Feb 25, 2026 · strategy

★★★☆☆

Committed to Google contract restructure proposal within 1 week

Feb 25, 2026 · strategy

★★★★

Challenged RLC-AI performance claims before NVidia/Humain use

Feb 24, 2026 · strategy

★★★★

Pushed for March ARR review, rejected April as too late

Feb 20, 2026 · strategy

★★☆☆☆

Directed RESF counter-narrative to Bjorn to prevent premature escalation

Feb 20, 2026 · strategy

★★★★

Set AI adoption/spending policy: pace over cost, fund passion project tokens

Feb 20, 2026 · strategy

★★★★

Engaged external network for AI knowledge exchange through IAG Capital

Feb 17, 2026 · strategy

★★★★

Directed AMD inclusion in Project Odin approach document

Feb 17, 2026 · strategy

★★★☆☆

Mandated accelerated cadence with coordination accountability

Feb 12, 2026 · strategy

★★☆☆☆

Mobilized team for Saudi meeting prep and escalated NVIDIA DOCA blocker

Feb 11, 2026 · strategy

★★★★★

Core42 Technical Assessment - Multi-Product Positioning in UAE

Feb 9, 2026 · strategy

★★★★

Committed to creating CVE remediation value driver for GTM

Feb 6, 2026 · strategy

★★★★★

Coached David Godlove on sales-focused approach for AMD Fuzzball presentation

Feb 6, 2026 · strategy

★★★★★

Approved RLC+ and Pro product hierarchy with new naming and de-risked launch cadence

Feb 6, 2026 · strategy

★★★★

RESF Strategy: Remove Lewis with Legal Leverage, Engage Neil Collaboratively

Feb 4, 2026 · strategy

★★★★★

Rocky Security Updates Urgency - Competitive Gap

Feb 3, 2026 · strategy

★★☆☆☆

New Engineering Mandate - 2x Velocity in 6 Months

Feb 3, 2026 · strategy

★★☆☆☆

Committed to Anduril attendance with Max

Feb 2, 2026 · strategy

Pending

Launch RLC Plus/Pro re-architecture under new non-Rocky brand

Feb 2, 2026 · strategy

★★☆☆☆

Advocate for in-person Anduril POC kickoff in Seattle

Jan 31, 2026 · strategy

★★★★★

Position Bjorn as escalation point for Tenable business readiness

Jan 31, 2026 · strategy

★★★★★

CVE automation is February #1 priority

Jan 31, 2026 · strategy

★★★★★

Time-based releases concept - trains leave on schedule

Jan 30, 2026 · strategy

★★★☆☆

Quality investment must serve velocity

Jan 30, 2026 · strategy

Pending

Find the ceiling approach to velocity

Jan 30, 2026 · strategy

★★★☆☆

Aggressive goal-setting philosophy - undercut estimates, force innovation

Jan 30, 2026 · strategy

★★★☆☆

Focus CVE automation on top 5 priority packages first

Jan 30, 2026 · strategy

Pending

LTS roll-forward policy - small stable core, roll everything else

Jan 30, 2026 · strategy

★★★☆☆

Approved Professional Services strategy pivot

Jan 30, 2026 · strategy

Pending

Escalated Visa support model concerns to Greg

Jan 30, 2026 · strategy

★★★★★

Everfox partnership requires ARR-target-level contract to proceed

Jan 29, 2026 · strategy

Pending

Communicated ship over perfection philosophy to engineering

Jan 26, 2026 · strategy

Pending

Pursue NVIDIA self-certification path for NVAIE integration

Jan 23, 2026 · strategy

★★☆☆☆

Instituted ARR and CVE gap metrics visibility at weekly meetings

Jan 22, 2026 · strategy

★★★★

Engineering dates commitment by Friday - reprioritize for revenue impact

Jan 21, 2026 · strategy

Pending

NVIDIA partnership scope agreed - CIQ Rocky Linux for NVIDIA AI at GTC

Jan 21, 2026 · strategy

★★★★

Board AI narrative delivered - positioned NARF as lean maintenance enabler

Jan 21, 2026 · strategy

★★★☆☆

Board presentation narrative: AI as lean maintenance enabler

Jan 19, 2026 · strategy

★★★★

All-Hands messaging: acknowledge Q4 miss, pivot to pipeline optimism

Jan 17, 2026 · strategy

★★★☆☆

Mandate big leaps risk approach for H1

Jan 17, 2026 · strategy

★★★★

Product Roadmap Overload - Challenge Product on Prioritization

Jan 16, 2026 · strategy

★★★★

Google TDX Work - Funding Requirement

Jan 16, 2026 · strategy

★★★★★

Strategic Map Framework - Value Drivers vs Internal Efficiency Separation

Jan 15, 2026 · strategy

★★★★★

Pattern ID: 9fd379e7-4a34-44da-8e16-822367a1a643