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Vertex Macro | Behind Courage to Deliver 04: Why did a simple swag-fulfillment logistics task get inflated by Ava…
Why did a simple swag-fulfillment logistics task get inflated by Ava into a huge organization of four ranks and city leadership — handing out flyers at the gates of hell?
Outsourcing an unmanaged, brand-new AI edge project to Ava, a 23-year-old new graduate, is an extremely normal resource allocation in enterprise operations.
What Leo, Ava, and Mia wove together as a “big-tech community operations” fantasy is, in substance, a brutal cognitive mismatch.
You originally just wanted a “logistics” function to distribute swag for exposure. Without you personally watching the board and aligning commercial goals, this edge project has already been inflated by the outsourced operator into a fake “national strategic growth program.”
Ava is carrying the empty title of “big-tech community operations,” but you only gave her the authority to distribute gifts. That forced her to invent a four-level company hierarchy (L1 mid-level specialists/analysts/engineers with rising autonomy; L2 senior ICs; L3 managers; L4 general managers) to fill the power vacuum and pretend she was running a big-tech strategy.
● Metrics disconnected from commercial logic: KPI was set, crudely, as Xiaohongshu Mentions. Ava was never asked to understand the product’s PMF or the acquisition funnel. She could only treat “volume of content posted” as the end goal, so every campaign action manufactured surface-level number prosperity rather than real profit.
● Systemic helplessness at the execution layer: Because Ava has no product pricing authority, budget authority, or commercial strategy authority, she cannot touch the lower half of the acquisition funnel. That is why she had to invent a complex points-and-prizes mechanism: it is the only lever inside her permission set.
● Bureaucracy as a substitute for resources: When a project lacks enough budget to issue high-value prizes, Ava can only compensate with “rules,” “leaderboards,” and “layered approvals.” Leo’s advice — “as long as a small number of regional leads who support you are willing to push, this can get running” — is, in essence, teaching her political technique: move the project by maintaining a few key relationships, not by building a mechanism that is actually attractive.
There was never enough management bandwidth to operate a brand-new AI edge project with any precision, so it was outsourced. The 23-year-old newcomer who took the contract, Ava, then sat with her startup-circle friend Leo, and, inside a thin budget and a narrow mandate, imagined a vast virtual empire from nothing.
Why did the marketing manager (big tech) hire a “logistics courier” instead of a “community manager”?
● Marketing strategy positioned as top-of-funnel exposure: What the company needs at this stage is not deep retention, but broad visibility. By definition, brand swag (a benefit anyone can receive) is about wide distribution, not personalized operations. The marketing manager only needs someone to “get branded gifts into potential customers’ hands” and produce basic exposure.
● A plug-and-play model of low management cost and high execution speed: Hiring a logistics courier (a delivery worker) creates an extremely simple contractual relationship: piece-rate / time-based delivery. No permissions, no internal training, no commercial-strategy alignment. The company is willing to pay above a typical courier wage to buy “peace of mind” and efficient physical execution — not to buy your “strategic thinking.”
Why did Ava position herself as a “community manager” instead of a “courier”?
● Impostor syndrome and power compensation: Ava is, in substance, a dispatched contractor. Her authority is extremely limited (gift distribution only). Any slightly higher budget gets rejected internally. That low sense of control triggered deep anxiety. To compensate for her real-resource powerlessness, she ideologically promoted herself to “community manager,” trying to enlarge the job definition until she could feel she was “in control of the big picture.”
Why did Ava stack a virtual empire of a four-level hierarchy?
When a junior operator lacks commercial-scale cognition but is still assigned a KPI, the most common defensive move is “use organizational complexity to cover the emptiness of commercial value.”
● The execution blind spot of “treating mechanism as growth”: The plan specifies personal points (10 / 25 / 45 and so on, redeemable for swag), Feishu forms, multidimensional tables, city leaderboards, budget controls, and other complex machinery. They instinctively move energy and attention to the only thing they can control: writing administrative rules and a management structure.
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A “virtual power lever” under a no-budget condition: Ava is surviving in an extremely narrow budget gap. Because the company did not give her enough marketing budget, she has to rely on unpaid volunteers to drive weekly volume. To motivate that free labor, she must invent a “nominal honor system.” So she creates “city group leaders” and carves out “a complete office containing three ranks,” then gives those city community volunteers secondary allocation rights over the prize pool. That becomes a “virtual power token” she can issue without spending money.
Risk flag: These virtual power tokens easily produce uneven internal spoils, volunteer infighting, and, ultimately, direct credit bankruptcy for the company’s brand reputation in local communities.
● Peak of organizational self-hype and formalism: This is exactly where Mia feels most stabbed and most angry. The company only wanted edge logistics execution. These young people, standing at a “handing out flyers at the gates of hell” post, are fantasizing that they are commanding a multinational army. They equate “completeness of office hierarchy” with “work output,” and extract a false sense of achievement from multidimensional tables and automation flows.
Puncture the “fake big-tech experience” narrative bubble and face the capability boundary
Stop self-hypnotizing with polished lines like “I do AI product growth operations at a big tech company.” Your current substance is edge execution for a staffing / outsourcing vendor.
This is not merely a verbal fight over a growth plan. It is a classic collision of “big-tech resource inertia,” “startup street-survival thinking,” and “a newcomer’s refined formalism.”
● Black-box outsourcing: Hiring 23-year-old newcomer Ava, and paying her above a typical courier wage, is in substance a buyout of this project’s “management hassle.” I do not need her to have a sophisticated strategy. I need her to play a “logistics node that distributes leftover brand materials.” As long as swag goes out and reimbursement stays compliant, my management task is done.
● The cost of the halo: An edge opportunity a big company casually releases has extreme gravitational pull for a new graduate who cannot get a full-time offer. As the manager, I underestimated how the big-tech halo catalyzes junior contractors psychologically, and I let her fall into the empty hallucination of “treating a scrap of mandate as a royal decree.”
Ava’s “cargo-cult science”
In the history of science there is a term called Cargo Cult: Pacific islanders saw U.S. military planes land and deliver supplies, then wove bamboo planes and built fake runways, believing the planes would land again. Ava’s current behavior is a standard “operations cargo cult.”
[Ava’s cognitive loop]
Big-tech growth = Feishu multidimensional tables + automated review + a complex points system + a four-level hierarchy office
(She believes that imitating the “management form” of a big company means she possesses “big-company growth capability.”)
● Refined packaging of powerlessness: Ava admits, “If the budget goes any higher they will reject me again.” She feels the narrowness of authority and resources. She does not choose to push upward and ask the commercial essence. She chooses inward involution: extremely fine-grained tuning of the only things she can control — Feishu forms and points tiers (10 / 25 / 45, etc.). This is the classic psychological defense of “tactical diligence covering strategic incompetence.”
● Organization and commercial audit: sin and penalty of the four-level virtual office
From the “complete four-rank office” and “city group leader” architecture Ava designed, this is three fatal systemic errors in commercial operations:
The city prize pool is not paid to individuals. It is given to the unpaid community volunteer of the winning city, who then does a second allocation.
COO comment:
This is extremely dangerous in organizational management. You gave those community volunteers no real labor contract and no salary, yet you stuffed them with a four-level hierarchy bureaucracy and made them carry the management burden and internal-friction risk of “secondary prize allocation.” Using virtual titles as a substitute for real interest easily triggers volunteer infighting and a collective walkout, and can collapse the company’s local ecosystem outright.
● Loss of control over operating marginal cost: What was originally a “courier shipment” swag logistics job has been stacked with form review, city-leaderboard calculation, points-reset reconciliation, and a mass of other administrative procedure.
Reorganization plan: how do you turn a sandcastle into a bunker?
1. Cut the architecture. Push power down. Immediately dissolve the so-called four-level hierarchy. Stop playing management games. Collapse the complex points-review machinery into a “single-outcome system.”
2. Bind conversion (action-oriented mechanism): Brand swag must never be sent for the sake of sending. Every gift that goes out must carry a dedicated “AI product experience sandbox invite code.” Ava’s KPI is no longer how many Mentions appear on Xiaohongshu. It is “how many core developers who received swag actually called the Volcengine MaaS API and generated more than 50 valid requests.”
Accept the brutal fact that you are currently an edge contractor. The only dividend of big-tech outsourcing is that you can see the company’s internal network.
Stop burying yourself in tables. Use swag distribution and materials coordination as a reason to book 15-minute informal conversations with full-time product managers or technical specialists inside the company.
Proactively book those 15-minute informal online conversations with internal full-time PMs and technical specialists. Ask them: what is the underlying model of this AI product? What is Volcengine’s revenue expectation for this product this year? Turn your logistics seat into an “intelligence post” for probing the company’s core commercial logic.
Deep deconstruction of “illusory expansion syndrome” and the cognitive defense of big-tech outsourcing
Why is a 23-year-old newcomer so eager to build a virtual sandcastle?
An outsourced operator assigned to send brand swag (distribute gifts, chase broad exposure) invented, from nothing, a “complete four-rank office” and “city group leaders.” In management terms this is a classic case of “structural power compensation.”
● Use complexity to cover emptiness: When a person has zero control over the core business (product technology, profit chain, MaaS API revenue), she instinctively performs pathological fine-grained expansion in the only domain she can touch: administrative rules and org structure.
● Psychological compensation via a virtual empire: Since the company will not give her internal power, she recovers power outward from unpaid volunteers. By carving a four-level hierarchy, Ava ideologically promoted herself from “an edge courier at a big company” to “commander of a national community.” This cargo-cult formalism gave her short-term security and a sense of self-worth.
This is only a refined shelter a newcomer built with multidimensional tables and Feishu automation when she faced a power deficit.
Ava spends her days reconciling points in multidimensional tables and hyping herself on an edge seat. She is, in plain terms, “handing out flyers at the gates of hell.”
Leo uses a dishonest “big-tech springboard” narrative to confuse a newcomer and manufacture an illusion of capability density. That will cost Ava her market competitiveness a few years from now.
The “gravity-distortion effect” of the big-tech halo:
I forgot that a 23-year-old newcomer lacks commercial-scale cognition. A scrap of edge resource a big company releases, once it lands in a newcomer’s hands, gets infinitely magnified into a grand narrative of “national strategic growth.” My laissez-faire and inattention were the seedbed of this “organizational self-hype formalism.”
Ava’s “functional compensation psychology”: why the obsession with a four-level hierarchy office?
● Refined formalist defense: To fight the low-value feeling of “I am just a courier,” she pours energy into the only tools she can control — points tiers (10 / 25 / 45, etc.), Feishu multidimensional tables, automated review flows.
● Birth of the virtual empire: She imagined “city group leaders” and a “complete four-rank office” from nothing, and handed secondary prize-pool allocation to unpaid volunteers. In organizational behavior this is classic “power-compensation psychology”: when she has no power inside the system, she must create a weaker class outside the system (free volunteers), confer titles on them, and extract a false sense that she is “running the show.”
This is not management maturity. It is a young operator imitating the “organizational feel” of a large company.
You are not a community general manager. Your job is to make sure brand swag arrives accurately. Simplify the flow to: you (rules and core materials) → core volunteers → potential customers. Pull yourself out of the administrative swamp of multidimensional tables.
Of the brand swag that went out through your hands, what share produced “real registration of high-net-worth developers” and “valid API request volume” for the company’s AI platform.