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Lead by Example with New Tools

operationaladoption85% High

159

Occurrences

77%

Success Rate

4.0

Avg Rating

Description

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.

Typical Approach

Personally adopt and use the tool/process. Share what works and what doesnt. Build shared knowledge base through practice. Standardize on tooling that creates reusable patterns across the organization.

Trigger Conditions

Keywords:
adoptionAItoolingautomationproductivitylearning
Constraints: new tool or process being introduced, organizational adoption desired
People: when introducing new technology to the organization

Last applied: August 28, 2026

Created: December 28, 2025

Example Decisions (158)

Shut down department-heads as an intake path for engineering work - I raised it to product, they will either ask for it or they will not

Aug 28, 2026 · operational

Pending

Govern AI spend by notification and trust rather than a cap - alert at a thousand over, and if the person knows what they are doing get out of their way

Aug 24, 2026 · operational

Pending

Extend abort-the-loop authority from the hiring manager down to every individual interviewer - anybody can pull the ripcord alone, without a debrief or consensus

Aug 21, 2026 · operational

Pending

Move the metrics conversation with Nathan off the tooling and onto the why - which metrics, which were discarded, and how the team is told the reason

Aug 21, 2026 · operational

Pending

Restate every RESF request as a request to CIQ rather than to Nathan - publish the secure-boot ask to all of Linux Engineering so someone else can raise a hand

Aug 21, 2026 · operational

Pending

Approve the NVIDIA-supported Fuzzball hackathon at SC - with a Wolford engineer on site a day early and a month of hardware notice from NVIDIA

Aug 19, 2026 · operational

Pending

The five-week leader presentations are baseline once, then deltas forever - show me what you changed to move the number, not the same dashboard

Aug 19, 2026 · operational

Pending

Bake the confidence number on the scope in front of you today - and accept that a 90 percent can slip when scope changes

Aug 19, 2026 · operational

★★★☆☆

Refuse to act on the AI spend number until it is decomposed - one-time hardware out, recurring API in - then treat the remainder as usage discipline rather than a spend cap

Aug 19, 2026 · operational

★★★★

Decline the DGX Spark allocation for now - a queue exists, Peter owns it, and the next batch is gated on CIQ showing Nvidia progress first

Aug 18, 2026 · operational

★★★★

Require every five-week org review to show the delta against the prior review and what was done to move it - not a fresh static report

Aug 13, 2026 · operational

★★★★

Refuse to start the incident-response conversation from the premise that an on-call system is needed - require an SLA first, and put accepting overnight downtime on the table as a real option

Aug 13, 2026 · operational

Pending

Force the stalled GB200 order to move the same day with time, not dollars, named as the governing constraint - and pre-absorb the over-utilisation complaint

Aug 11, 2026 · operational

★★★★★

Ratify sales engineers owning first-pass demos as the permanent structure - reframing Chris Wolfords self-reported staffing error as having kickstarted the right thing

Aug 11, 2026 · operational

★★★☆☆

Declare Jira a system of record and not a venue for process debate - shut the product-prioritization thread and move it into a room

Aug 11, 2026 · operational

★★★★

Override your own teams stated intent to delete the RL 8.6 source tree, and apologize to Google directly rather than defend the position

Aug 11, 2026 · operational

Pending

No engineering team owns C3 - the content is wrong and outdated, so manage it or kill it, and Peter explicitly does not care which

Jul 30, 2026 · operational

★★★☆☆

The 1:1 tracking spreadsheet becomes Nathans choice - suggest, do not mandate - but whatever replaces it must be measurable and must never go to HR

Jul 30, 2026 · operational

★★★★

Deliver the code-driven-not-agent-driven rule personally at Fridays AI committee as a single top-down message, because the first attempt did not land

Jul 30, 2026 · operational

★★★★

No AI-tooling standard, no MCP catalog, not now - show the org how you built it and tell them to go build their own

Jul 30, 2026 · operational

★★★★

Purchase approvals below a managers own threshold must never route to the CTO - told Nathan to expense it anyway and took the fight to Finance rather than the person executing the policy

Jul 30, 2026 · operational

Pending

The value-driver bottom row is the contract, not NGD - approved stripping target dates and confidence from product tickets and pointing them at NGD instead

Jul 30, 2026 · operational

★★★★

Confidence numbers stay human and per-leader - Brady translates them, Engineering does not remap to his scale

Jul 30, 2026 · operational

★★★★

Show the half-migrated TPS report to the whole leadership room even though it was not perfect

Jul 29, 2026 · operational

★★★★

The NGD board never bends to serve the TPS report - the report changes, and pulls from two data sources if it has to

Jul 29, 2026 · operational

★★★★

Confidence must rise as the target date nears - slide the date early rather than carry a 60 percent to the wire

Jul 29, 2026 · operational

★★☆☆☆

Every org owes its own delivery-performance metric system, and Wolfords dashboard is the deliberate exemplar - used to train the Linux side of the house

Jul 29, 2026 · operational

★★★★

Re-ruled the two boards from first principles in the room - prioritization vs dates-and-confidence - and told the org to delete any column serving a third purpose

Jul 29, 2026 · operational

★★☆☆☆

I dont know is the right answer - Support does not guess how Oracle does it, and LG questions are an Engineering/Product call not a Support call

Jul 29, 2026 · operational

Pending

Team meetups are gated on a defined purpose and a purpose-derived attendee list, not on getting people together

Jul 28, 2026 · operational

★★★★

Let Brady raise the kernel-team cloud-resource block in Engineering Weekly, with the test being whether Justin agrees there is a problem

Jul 27, 2026 · operational

★★★★

Make metric design the single biggest ask of Max - 10 auto-reported metrics spanning Justin and Nathan, delivered by Thursday

Jul 27, 2026 · operational

★★★☆☆

Grant Max standing permission to publish public Spark/Nemotron benchmarks with no pre-approval

Jul 27, 2026 · operational

★★★★★

Codify how engineering answers sales - bugs get fixed, out-of-scope features get a no, and the only next step is Product not re-escalation

Jul 27, 2026 · operational

★★★★

Approve a single-seat ChatGPT CVE-model trial for Sultan, narrowing Steves small-group ask to one named person

Jul 24, 2026 · operational

★★★★

Approve the Tim Pepper consulting proposal, then push back on the absence of a standard contracting process rather than hand-roll the SOW

Jul 24, 2026 · operational

★★★★

Block the AI-cost workstream on complete per-individual measurement before any optimization - so each persons correct plan can be determined

Jul 24, 2026 · operational

★★★☆☆

Hand mainline TPS report ownership to Ryan pointed at the NGD board; abandon Peters private fork and deprioritize the Linux software-delivery lifecycle doc

Jul 24, 2026 · operational

★★★★

Narrow the NGD board to cross-company coordination only - not a deliverables tracker and not a complete decomposition of product acceptance criteria

Jul 24, 2026 · operational

★★★☆☆

Institute a rotating per-team deep dive at the Tuesday staff meeting, anchored on empirically measurable metrics co-designed in the room

Jul 24, 2026 · operational

★★★★

Codify the Product-Engineering operating model: value drivers are context, product demands date+confidence and owns prioritization

Jul 21, 2026 · operational

★★☆☆☆

Rule the Toyota kernel patch a feature not a bug; no automatic queue jump, escalate through normal priority

Jul 10, 2026 · operational

★★★★

Willing to pull C3 into engineering, gated on Product confirming it is a priority

Jul 9, 2026 · operational

★★★★

Restructure the Tuesday staff meeting to org-by-org TPS ownership and un-fork the TPS report to one shared source

Jul 7, 2026 · operational

★★★★

Mandate Snyk vulnerability-remediation SLA compliance across all engineering teams

Jun 30, 2026 · operational

★★★★

Engineering owns defining the ask, success criteria, and documentation; CS responds to specific asks

Jun 30, 2026 · operational

★★★★★

TPM charter + one-owner-per-release accountability mandate (problem/solution/owner grid)

Jun 30, 2026 · operational

★★★★

Repair the mis-framed Engineering All-Hands - hold a PIC/Fuzzball follow-up and proactively notify the slighted PIC team

Jun 18, 2026 · operational

★★★★

Mandate 24-hour Sev-1 outage auto-escalation to estaff and AE

Jun 17, 2026 · operational

★★★★★

Fix performance-review confirm-receipt acknowledgment — hand-deliver packets now, push HR for global wording change

Jun 16, 2026 · operational

★★★★★

Re-institute and enforce monthly performance conversations across engineering managers

Jun 12, 2026 · operational

★★★☆☆

Value Drivers Board becomes source of truth for engineering dates and confidence; JPD dates become computed

Jun 4, 2026 · operational

★★★★★

Take on Value Drivers Board restructure as the next coordination lever after JPD doctrine

Jun 1, 2026 · operational

★★★☆☆

Rippling Jira Asset Mgmt add-on approved — 12mo commit + cancellation push

May 29, 2026 · operational

★★★★

JPD board scope locked to ordered priority list — Peter drew the line in writing to Nathan

May 28, 2026 · operational

★★★★

Hardware lab: paint the full picture and buy the whole complement upfront

May 26, 2026 · operational

★★★☆☆

Sherif RESF hardware: Wallace owns directly — escalation triggered by Greg

May 26, 2026 · operational

★★★★

Engineering owns docs content; Customer Engineering or Marketing owns customer-ready packaging

May 26, 2026 · operational

★★★★★

Slip Fuzzball V4 date now and drop confidence rather than fight to hit it

May 26, 2026 · operational

★★★★★

Rippling Asset Mgmt — time over cost; pay full $18k for end-of-June over $15k for December

May 21, 2026 · operational

★★★★

Moody Citibank card hard cutoff 6/15 — force-action via past-tense framing after 9 months of soft asks

May 21, 2026 · operational

★★★★

Discretionary bounty offered for Yeshs vulnerability disclosure — case-by-case mode, no formal program

May 21, 2026 · operational

★★★★★

Lab hardware acquisition shift — buy all 8-10 servers at once, Texas DC over Reno, NVIDIA+AMD outreach

May 21, 2026 · operational

★★★★

Engineering owns all QA — Nathan accountable; tests required for Done; Ryans team builds tooling not rescue

May 21, 2026 · operational

★★★★★

Jira confidence-as-contract doctrine codified across engineering directs

May 21, 2026 · operational

★★★★★

No bugs, only change requests — structural reframe for product/engineering interaction

May 19, 2026 · operational

★★★★★

Engineering QBR format — collaborative discussion with three topics, not a presentation

May 13, 2026 · operational

★★★★

Eliminate one-off release processes — paved-paths Jira initiative Peter commits to prioritize

May 7, 2026 · operational

★★★☆☆

Add Justin to Binarly meeting; debrief AFTER, not before

May 5, 2026 · operational

★★★☆☆

Peter delivers Reno QBR C-suite intro Thursday — covering Bjorn late arrival

May 5, 2026 · operational

★★★★

Three-tier board hierarchy formalized — Strategic EPICs / Value Drivers / Tactical Jira

May 5, 2026 · operational

★★★★★

Mariah escalates Stephen Moody project delays directly to Peter (bypass Wallace)

May 4, 2026 · operational

★★★★

PPL is being misused — push Bjorn to realign it to strategic priorities

May 4, 2026 · operational

★★★★★

Documentation process — Product defines exit criteria in Jira, Engineering delivers

May 4, 2026 · operational

★★★★

Tighten Jira-as-system-of-record into active enforcement — instruct teams to ignore Slack-only requests

May 1, 2026 · operational

★★★★

Ryan Smith owns docs.ciq.com

May 1, 2026 · operational

★★★★

Empower Nathan to defer Hassan secure-boot working session if engineering not ready

Apr 29, 2026 · operational

★★★★

Fuzzball PoC ownership belongs to Sales Engineering, supported by Engineering

Apr 27, 2026 · operational

★★★★

Block Max's calendar — don't schedule anything for the time being

Apr 18, 2026 · operational

Pending

Quality initiatives must be ticketed visible work, prioritized by Product

Apr 18, 2026 · operational

★★★★

Approved ISO 42001 AI User profile addendum (~$30k)

Apr 17, 2026 · operational

★★★★

Delivered Jira Hygiene Mandate to Engineering

Apr 17, 2026 · operational

★★★★

Committed CIQ Engineering Resources to Unblock RESF

Apr 15, 2026 · operational

★★★★★

Delivered Jira Hygiene Mandate to Engineering

Apr 15, 2026 · operational

★★★★

Committed to engineering date hygiene confrontation with directs

Apr 14, 2026 · operational

★★★★

Directed RESF/Dieter justification effort for board meeting

Apr 14, 2026 · operational

★★★★★

Escalated Engineering Estimation Accountability — 58% Miss Rate

Apr 11, 2026 · operational

★★★★

Reinforced Product Owns Exit Criteria — Engineering Cannot Unilaterally Remove Requirements

Apr 11, 2026 · operational

★★★★★

Reinforced Product Ownership of Exit Criteria

Apr 10, 2026 · operational

★★★★★

Google NEXT - Value-First Attendance Framework for Nathan

Apr 9, 2026 · operational

★★☆☆☆

Committed to Improve Team Bandwidth Visibility in Monday Meeting

Apr 7, 2026 · operational

★★☆☆☆

CentOS Bridge Deprioritization Held Despite Customer Risk

Apr 7, 2026 · operational

★★★★

Set April Engineering Delivery Miss Target at 3-6 Items

Apr 7, 2026 · operational

★★★★

RESF JIRA Date Reset for Realistic Expectations

Apr 4, 2026 · operational

★★★★★

AI/Data Security Audit Commitment to Greg

Apr 4, 2026 · operational

★★★★

Open Source Repo Release Process — Testing Greg's Boundary

Mar 30, 2026 · operational

★★★★★

Accepted CLK 6.18 delay to March 31

Mar 25, 2026 · operational

★★★★

Saudi training — Confirmed Dieter for May 5-6 Linux training program

Mar 24, 2026 · operational

★★★★★

RESF — Orchestrated demand-pull approach for CIQ help

Mar 24, 2026 · operational

★★★★★

Start Skip-Level 1:1s Next Week — 30 Min, 1-2 Per Week

Mar 21, 2026 · operational

★★★★

Shared Mini-Me Source Code to Internal Org

Mar 18, 2026 · operational

★★★★

RESF Communication & Information Control Strategy

Mar 18, 2026 · operational

★★★★

Reaffirmed Speed-First Culture to Brady Before Leave

Mar 13, 2026 · operational

★★☆☆☆

RESF Internal Comms — Slack Post Not AMA

Mar 13, 2026 · operational

★★★★★

RESF Monday Cutover — Finalized 3 PM PT Execution Plan

Mar 13, 2026 · operational

★★★★★

RESF Impact — Consolidated Marketing Alignment Meeting

Mar 11, 2026 · operational

★★★★★

Enforcing Product Process for Greg's RLCAI Requirements

Mar 11, 2026 · operational

★★★★★

Coordinated Google Post-Mortem Alignment Between Nathan and Bjorn

Mar 11, 2026 · operational

★★★★★

Claude Government Use — Restrict Shipping, Internal Use Fine

Mar 10, 2026 · operational

★★★★★

TPS Report Visibility — Expand Justin's Reporting Scope

Mar 10, 2026 · operational

★★★★

Custom Engineering Scoping Process — Nathan as Gate

Mar 6, 2026 · operational

★★★★★

Push for Continuous Sales/Support Enablement

Mar 4, 2026 · operational

★★★★

Directed March engineering priorities to come from Bjorn (Product)

Mar 3, 2026 · operational

★★★★★

Set maximum urgency on LTS 9.6 i686 package crisis

Mar 3, 2026 · operational

★★★★

Committed to RESF day-of execution planning meeting next week

Feb 27, 2026 · operational

★★★★

Release artifact ownership assignment - Nathan RPMs, Justin images

Feb 26, 2026 · operational

★★★★

Mandated Engineering double delivery pace in 6 months

Feb 25, 2026 · operational

★★☆☆☆

Commit to benchmark accuracy sign-off by tomorrow

Feb 20, 2026 · operational

★★★☆☆

Demanded proper advance coordination for customer meetings involving engineering

Feb 20, 2026 · operational

★★★★

Set Google GDC meeting strategy: build direct relationship and manage attendee roles

Feb 17, 2026 · operational

★★★★

Accepted priority churn during RLC Pro/Plus pivot

Feb 12, 2026 · operational

★★★★★

Leveraged TPS report visibility to drive accountability with Justin

Feb 12, 2026 · operational

★★★★

Demanded war-room or date ranges for RLC Pro release dates

Feb 11, 2026 · operational

★★★★

Shared Mini-Me delegate access with Bjorn for collaborative todo management

Feb 8, 2026 · operational

★★★☆☆

Delegated week's priorities to Nathan and Justin via detailed handoff email before Dubai trip

Feb 8, 2026 · operational

★★☆☆☆

Established 'what vs how' framework for Product-Engineering communication

Feb 8, 2026 · operational

★★★★★

Enforced Product-owns-prioritization process with Greg

Feb 6, 2026 · operational

★★☆☆☆

Shared AI development velocity guidance with Max

Feb 2, 2026 · operational

★★★☆☆

Protected Max from meetings for NARF focus

Feb 2, 2026 · operational

★★★★

PRD first drafts are gravel - meant to be thrown away

Jan 30, 2026 · operational

★★★★

Stop coaching product, move to SLAs

Jan 30, 2026 · operational

Pending

RESF crisis comms - single source of truth

Jan 30, 2026 · operational

★★★★

Trustless processes over building trust

Jan 30, 2026 · operational

★★★☆☆

PRD contract process - stop teaching product

Jan 30, 2026 · operational

Pending

AI ownership standard - own everything you submit

Jan 30, 2026 · operational

★★★★

WBR restructuring to outcome-based commitments

Jan 30, 2026 · operational

Pending

Leadership meeting cadence - need-based, not scheduled

Jan 30, 2026 · operational

★★★★★

Reinforced Product-Engineering handoff process with tighter SLAs

Jan 28, 2026 · operational

Pending

Empowered Justin to own RLC 9.7/9.6 LTS ship criteria

Jan 26, 2026 · operational

★★★★

Transfer Depot operations from Justin team to Steve team

Jan 23, 2026 · operational

☆☆☆☆

Empower Justin to own RLC 9.7/9.6 LTS ship criteria

Jan 23, 2026 · operational

★★★☆☆

Established escalation protocol for Product blockers

Jan 23, 2026 · operational

★★★★

Redirected Brady to use prioritization tools instead of pushing hard

Jan 22, 2026 · operational

Pending

Estimation philosophy: move dates early, hold them late

Jan 19, 2026 · operational

Pending

COGS Visibility - Escalate Finance Data Access via Bjorn

Jan 15, 2026 · operational

★★★☆☆

Work intake must flow through managers, not directly to engineers

Jan 14, 2026 · operational

★★★☆☆

Marketing ICP Validation - Collaborative Research Approach

Jan 12, 2026 · operational

★★★☆☆

H1 Planning Framework - 3-Lane Model

Jan 12, 2026 · operational

★★★★★

Commitment to Present Engineering-to-GTM Messaging Framework

Jan 2, 2026 · operational

★★★★★

Build Culture That Moves With Ambiguity

Dec 31, 2025 · operational

★★★☆☆

Bounty Program Design: Open Incentives Over Prescribed Work

Dec 31, 2025 · operational

★★★☆☆

NARF Monday Deadline Set

Dec 31, 2025 · operational

★★★★★

Product-Engineering Quick Estimation Process

Dec 29, 2025 · operational

★★☆☆☆

NARF Launch as Forcing Function

Dec 29, 2025 · operational

★★★★★

Engineering Blockers - Immediate Escalation Required

Dec 24, 2025 · operational

★★★☆☆

ProServe Work Prioritization Process

Dec 24, 2025 · operational

★★★★

Championing AI Butler Adoption Internally

Dec 19, 2025 · operational

★★★★★

Championing AI Butler Internal Adoption

Dec 19, 2025 · operational

★★★★★

Pattern ID: e7c993cd-8991-40a3-b519-b0ae42adaeac