Tag: SourcingAgent

  • When a Client Starts Hating “Just Sourcing” — What a Furious Job Posting Actually Reveals

    When a Client Starts Hating “Just Sourcing” — What a Furious Job Posting Actually Reveals

    I came across a freelance job posting this week that made me laugh out loud — not because it was ridiculous, but because it was so obviously written by someone who has been burned, repeatedly, by exactly the wrong kind of vendor.

    The post opens like this:

    “We are looking for one experienced product development expert in China to help us turn an AI-designed award into a real product. This is NOT just a sourcing job. This is NOT just a design job. This is NOT just a CAD job.”

    Three “NOT”s in the first four lines. That’s not a job description. That’s a scar.

    The Client Isn’t Rejecting Sourcing. He’s Rejecting Bad Sourcing.

    Read the rest of the post and the irony becomes obvious. He explicitly disqualifies sourcing agents, CAD designers, packaging designers, and logistics agents from applying. What he wants instead is someone who has personally walked a physical product from idea to prototype to Chinese factory to production to packaging to international shipping — and who can look at his AI-generated design and say, with authority, “yes, this can be made, here’s how, here’s what it costs, and here’s how it survives the trip to the US without shattering.”

    Strip away the frustration in his wording and what’s left is this: he doesn’t hate sourcing. He hates sourcing without engineering judgment. What he’s actually describing, line by line, is a more complete version of sourcing — he just doesn’t have the vocabulary for it yet, because most of what he’s experienced in this space has been narrow, transactional, and disconnected from the parts of the process that actually determine whether a product survives contact with reality.

    Why an AI-Designed Trophy Breaks Ordinary Sourcing Agents

    AI-generated product designs have a specific failure pattern, and anyone who has sat across from a factory engineer knows it immediately. Floating structures with no visible support. Irregular, non-manufacturable curves. Impossibly thin connection points. Gradient metallic finishes that look stunning on a render and mean nothing to an injection mold.

    Hand that file to a typical sourcing middleman and there are only two responses available to him: pass it to the factory and relay back “they say it can’t be done,” or relay back “they want tooling fees in the tens of thousands.” Neither answer is wrong, exactly — but neither is useful, because the agent has no ability to translate between what the AI imagined and what a mold can actually produce. He is a messenger, not a problem-solver. He can carry information in both directions but he can’t change the shape of the problem itself.

    That translation — turning an unmanufacturable concept into something a factory can actually tool, cast, and finish, without collapsing the design’s premium feel — is a Design for Manufacturing (DFM) skill. It sits upstream of everything else in this project, and it’s the single hardest requirement in that entire job post to fill.

    There’s a second layer to this problem that the client probably hasn’t fully articulated yet, but will run into the moment he starts getting quotes: this is not a standard-catalog order, it’s a one-off, highly customized product. Factory production lines are built around volume and established vendor relationships — tooling gets amortized over thousands of units, and a factory’s entire cost structure assumes a run size that makes the setup worthwhile. A single custom trophy design, or even a small batch of them, sits directly against that grain. Most factories won’t say no outright; they’ll just quote a tooling fee designed to make the small run not worth pursuing, or quietly deprioritize it behind larger orders. Getting a factory to actually treat a custom, low-volume project seriously takes someone who can both negotiate the relationship and adjust the design to lower the factory’s resistance — simplifying a mold, standardizing a dimension, swapping a material — without the client ever noticing the compromise. That’s a different skill from sourcing a standard product off a catalog, and it’s exactly the kind of case where “just find me a factory” stops being enough.

    The Break Doesn’t Stop at Production — It Continues Into the Box

    Even assuming the design problem gets solved and the trophy comes off the production line looking exactly as intended, a second failure point is waiting: the trip from a factory floor in China to a customer’s doorstep in the US.

    Trophies are heavy, brittle, and finish-sensitive — exactly the combination that turns “beautiful product” into “beautiful product, shattered in transit, three-star review, refund request.” If the only person managing this project is a sourcing agent whose job ends the moment the product leaves the factory gate, nobody actually owns the packaging engineering. Nobody is testing drop scenarios with custom-cut EVA foam. Nobody is thinking about how zinc alloy, glass, acrylic, or wood each behave differently under vibration and impact during a trans-Pacific shipment.

    This is where the client’s anger becomes completely rational. If this shipment arrives damaged in bulk, it isn’t a shipping company’s problem or a factory’s problem — it’s his problem, with his B2B customers, on his reputation. He needs one person, or one organization, actually accountable for the entire physical journey, not four separate vendors who all did their individual jobs “correctly” while the product still broke.

    Why Hiring “One Superhuman” Is a Losing Strategy

    Here’s the part of the post that I think is a genuine strategic mistake, even though I understand exactly why he wrote it that way.

    He wants one freelancer who is simultaneously a product designer, a manufacturing engineer, a hands-on factory liaison, a QC lead, a packaging engineer, and a logistics specialist. People with real, verifiable experience across all of these domains exist — but they are rare, and the ones who do exist are almost never bidding on hourly freelance contracts. They’re running their own operations, or they’re senior enough inside a company that they aren’t job-hunting.

    There’s also a structural reason this combination of skills rarely lives in one person, and it’s not really about talent — it’s about temperament. Anyone who has managed a cross-functional team recognizes the pattern immediately: engineers and product designers tend to be detail-oriented, quiet, methodical thinkers who are happiest heads-down with a drawing or a spec sheet. Sourcing and vendor-facing roles tend to be filled by people who are outgoing, persistent, and comfortable pushing back on a factory owner over price or timeline. These are, more often than not, genuinely different personality profiles suited to different kinds of work. Put an introverted engineer on the phone chasing a factory for a quote, or put your most extroverted relationship-builder in front of a CAD file trying to solve a wall-thickness problem, and you’ve put both people in the wrong seat. You can occasionally find someone who’s competent at both — you will rarely find someone who’s excellent at both, at the level this project demands.

    So the client is optimizing for a person who satisfies a checklist that mostly excludes itself from existing.

    The Two Paths That Actually Work — and Why One Is Clearly Better

    If a solo full-stack expert isn’t realistically available, there are exactly two paths left.

    Path A: Hire three specialists and manage them yourself. One person for design and engineering. One for production and QC. One for packaging and shipping. This can work — but it puts the client in the position of project manager for a cross-functional team he doesn’t have deep expertise in. He has to track three separate work streams, catch handoff gaps between them, and resolve disagreements between people who don’t naturally report to each other.

    Path B: Find one team that already has all three functions under one roof — a genuinely one-stop operation, not three vendors wearing the same invoice header.

    Path B wins, and not because it’s more convenient — because it’s a fundamentally lower-effort management problem. Anyone who has run a team knows the math here: managing one person is easy. You assign an outcome, you check in periodically, you wait for the result. Managing three people who each own a different, technically distinct piece of the same project is a different job entirely — you’re now responsible for tracking each person’s progress individually and for catching the gaps between them, because gaps between functions are exactly where projects like this go wrong. Multiply that coordination cost by the fact that the client, by his own account, doesn’t have deep technical fluency in DFM or packaging engineering, and Path A becomes a part-time job he never signed up for.

    Hiring one already-coordinated team doesn’t eliminate the complexity of the project. It just relocates where that coordination happens — from the client’s desk to inside an organization that has already solved the handoff problem, because design, engineering, QC, and logistics people work together there every day, on every project, not just this one. Read the job post again with this in mind and the request stops sounding impossible: he never actually needed one superhuman freelancer. He needed one door to knock on. One-stop isn’t a nice-to-have feature in a situation like this — it’s the entire solution to the problem he spent three paragraphs describing.

    What That Kind of Team Actually Looks Like

    The organizations capable of genuinely satisfying a brief like this one share a specific structural profile, and it’s worth being precise about what it is — because it’s not the same thing as “a sourcing company that also offers packaging as an add-on service.”

    It looks like an operation where the engineers evaluating manufacturability sit inside the same organization as the people negotiating with the factory — not a freelance CAD contractor hired per project. Where quality control on the production line is staffed by the company’s own inspectors, physically present in the factory, not a third-party inspection service booked one visit at a time. Where the warehouse handling final packaging is the company’s own space, where drop-test iterations on foam inserts happen before a single unit ships, not after the first batch arrives broken. And where all of this has been running long enough — years, not months — that factories treat the relationship as an established one, not a one-off order from an unfamiliar middleman, which is exactly the leverage needed to get a factory to take a custom, small-batch project seriously instead of quietly shelving it behind bigger orders.

    That combination matters because it changes who’s accountable when something goes wrong. In a three-vendor setup, a shipping damage claim gets met with three different explanations pointing at each other. In a single-organization setup, there’s one place responsible for the outcome, end to end — which is, not coincidentally, exactly the kind of accountability this client was demanding in his job post without quite knowing how to describe it.

    The Real Lesson

    The lesson here isn’t “stop hating on sourcing agents.” It’s sharper than that: figure out whether what you actually need is an executor or an owner.

    A sourcing agent executes a task. A capable, structurally complete team owns an outcome. This client wrote a three-paragraph rant trying to hire the second thing using a job title built for the first — and he’s going to keep getting applications from people who are, at best, only one-third of what he actually needs.

    He’s not wrong to be angry. He’s just aiming it at the wrong target.

  • Why We Stress-Test Before the Product Ever Leaves the Factory

    Why We Stress-Test Before the Product Ever Leaves the Factory

    Most sourcing conversations happen over email and spec sheets. Ours don’t stop there.

    We’re currently managing a project involving an oversized custom industrial gate — a structure long enough that the raw material simply doesn’t come in one continuous piece. The frame has to be built from two segments, welded together at a mid-point joint, then ground smooth.

    On paper, that’s a straightforward fabrication detail. In practice, it’s the single point in the entire structure most likely to fail under stress — and it’s exactly the kind of detail that gets glossed over in a factory’s internal report, because from their side, “we welded it and it looks fine” is often considered good enough.

    It’s not good enough for us.

    Testing a claim, not taking it

    A welded joint can look perfect and still be structurally weak. Surface finish and load-bearing strength are two different things, and the gap between them is where a lot of quality problems quietly live — invisible until the product is already installed, in use, and failing somewhere far from the factory that built it.

    So instead of accepting the weld at face value, our team went to the factory floor and built a real test. The gate was lifted, suspended, and supported at both ends. Then direct physical weight was applied at the exact point of the weld — the one place in the entire structure most likely to give way if the joint wasn’t done right.

    No cracking. No bending. No flex at the seam.

    Why this matters more than it sounds like it should

    This kind of test doesn’t show up in a quotation, a spec sheet, or a factory’s own QC report. It only happens when someone is physically present, willing to treat “should be fine” as a hypothesis to test rather than a conclusion to accept.

    That’s the difference between sourcing that stops at coordination — relaying specs, chasing timelines, forwarding photos — and sourcing that actively defends the buyer’s interests on the ground. A trading company’s incentive structure runs through the seller. An agent working for the buyer has to verify, independently, that what’s being built actually holds up — because if it doesn’t, it’s not the factory’s reputation on the line overseas. It’s the buyer’s.

    What this looks like in practice

    We don’t run tests like this because a client asked for a certificate. We run them because a structural weld under real load is not something you take someone’s word for — you put weight on it and watch what happens.

    It’s slower than a phone call. It’s less convenient than trusting a factory’s self-reported QC. But it’s the only way to know, before a product ships, whether it will actually perform the way it’s supposed to once it leaves China.

    That’s the standard we hold every project to — not because it’s required, but because “probably fine” isn’t a standard at all.

  • Cut Out the Middleman? Good Luck With That.

    Cut Out the Middleman? Good Luck With That.

    Every few months, someone tells me the same thing: “Eventually, brands will just deal directly with factories. Middlemen are dying out.”

    Cute theory. Doesn’t match reality.

    Same River, Different Bank

    Let’s start with what’s true. A sourcing agent and a trading company are both just links in the same supply chain — neither one makes anything, both move product from a factory floor to someone’s warehouse. On paper, we look like the same species.

    We’re not.

    Whose side are you standing on? A sourcing agent is an extension of the buyer’s purchasing department. We’re hunting for what the buyer needs, on the buyer’s terms. A trading company is an extension of the factory’s sales department. They’re pushing what the factory makes, on the factory’s terms.

    Who do you actually answer to? A sourcing agent represents the buyer, inside the factory’s world. Our loyalty sits with the buyer. A trading company represents the factory, inside the buyer’s world. Their loyalty sits with the seller.

    Same supply chain. Opposite chairs at the table. That single difference changes everything about how a deal gets negotiated.

    So Can Goods Move Without Us? Sometimes.

    Here’s the uncomfortable answer: yes, in a minority of cases. No, in most of them. Which is exactly why the middle layer refuses to disappear.

    Take big-box retail. Some large retailers do source directly from factories — but look closer at which factories, and why.

    Big retailers are brutal to supply directly. Long payment terms, layers of certification, an endless list of compliance requirements. Someone inside the factory has to manage all of that — and very often, that “someone” is outsourced entirely to a trading company or agent, because the factory owner simply doesn’t want the job.

    I once met a factory owner with his own established brand. Getting listed with Walmart, he told me, requires you to sit down and study their entire supplier philosophy — a document thick enough to be its own textbook. His response? “I’m not reading that. I hand it to a distributor who actually wants to study how to get into Walmart.”

    That’s the real value of the middle layer. It’s not markup. It’s absorbing the operational weight neither side wants to carry.

    Now, the exception: if a product is genuinely irreplaceable — only one factory can make it, or the brand carries enough weight — retailers will open a green channel and negotiate factory-direct terms both sides can live with. Leverage buys you the shortcut. Everyone else pays the toll.

    What About Small and Mid-Size Buyers?

    Can a smaller buyer go straight to the factory? Technically, yes. Practically, it’s a steep climb.

    Problem one — the channel is already occupied. Most factories already run their sales through agents or trading companies. Want in? You go through that channel first, whether you like it or not.

    Problem two — volume is the entry ticket, and you don’t have it yet. Factories will talk directly to buyers who bring serious volume. But you don’t arrive at “serious volume” overnight. You build up to it — usually by moving through an agent, step by step, growing your order size until you’re a name the factory recognizes on its own. Try to leapfrog that process and go factory-direct too early, and you put the factory in an awkward spot too: annoy the existing channel for a customer whose volume isn’t proven yet? Most factories won’t take that trade.

    Bottom line: for very real, structural reasons — channel lock-in and volume thresholds — the middle layer rarely disappears entirely. The realistic goal isn’t eliminating it. It’s trimming it down to what actually adds value.

    The Question Nobody Wants to Ask

    Here’s what I’d tell any small or mid-size seller obsessing over cutting out the middleman: that’s the wrong fight.

    The real question is — is your product different enough that a customer will pay more for it? Is the quality actually solid? Is your service reliable? What’s the customer experience like end to end?

    Until your volume hits real scale, going to war on cost is a losing game. You don’t have the leverage to win it, and chasing it distracts you from the one thing that actually is in your control at small scale: differentiation.

    What “Trimming the Layer” Actually Looks Like

    If the middle layer isn’t going away, the real decision is which middle layer you’re working with — one that adds friction, or one that absorbs it.

    A partner worth keeping in that chair usually shares a few traits: registered, self-operated import/export status rather than a shell arrangement; its own physical office and warehouse, not a desk borrowed from someone else; enough years in continuous operation to have actually seen a factory relationship through its rough patches; and in-house engineers and QC inspectors who report to them directly, not a third party they’re hoping shows up on inspection day.

    That’s the difference between a middleman who’s dead weight, and one who’s actually doing the job neither the factory nor the buyer wants to do themselves.

    Some scattered thoughts from today, put into order. As always, happy to hear where you’d push back.

  • 500 Units, 13 Suppliers, and Nobody in Charge

    500 Units, 13 Suppliers, and Nobody in Charge

    I came across a job posting recently that I can’t stop thinking about.

    A founder was hiring for a very specific role: a manufacturing engineer to fly into a factory in Shenzhen and fix a tolerance problem. The brief was detailed — almost impressively so. Take measurements. Compare parts against CAD files and drawings. Determine root cause. Modify and test solutions on-site — sanding, machining, whatever it takes. Recommend design or tolerance changes. Coordinate those changes with suppliers. Get the product into stable production, fast.

    The product: a vaporizer. 500 units. Built from components sourced across 13 different factories, assembled at a 14th. Parts weren’t fitting together correctly, and the assembly factory — despite “troubleshooting this for a long time” with the founder — couldn’t solve it.

    On paper, this reads like a normal hiring request. Look closer, and it’s a case study in exactly how not to run a multi-vendor supply chain — and exactly why the more detailed and professional a firefighting job post sounds, the worse the underlying situation usually is. A healthy production line doesn’t need someone parachuted in to do all of that. If it needs all of that, something upstream already broke a long time ago.

    Let’s take it apart.

    Problem One: Thirteen Suppliers, One Assembler, Zero People in Charge

    Thirteen component suppliers. One assembly factory. Somewhere in that chain, someone has to own the job of making sure everything that arrives at the assembly line actually fits together. In this case, nobody did.

    The assembly factory said it plainly: “we are only responsible for assembly.” That’s not the factory dodging blame — that’s an accurate description of what they were paid to do. They quoted an assembly fee, not an engineering-and-coordination fee. If you don’t buy engineering, you don’t get engineering. Full stop.

    This is, frankly, one of the quiet reasons a lot of factories are cheap. Cheap often means “we don’t carry engineers on payroll.” No engineering staff means no one internally capable of diagnosing why a component from Supplier 7 doesn’t mate with a component from Supplier 11. It’s not laziness — it’s a cost structure. You got exactly what you paid for.

    So who was supposed to coordinate 13 suppliers and one assembler into a single working product? There’s only one candidate left: the founder himself. That’s the role nobody assigned — because it defaults to whoever placed the orders. He just didn’t realize he’d been playing it, and by the time tolerance failures showed up on the line, the coordination gap had already done its damage.

    Problem Two: Hiring a Firefighter to Patch a Structure That’s Already Collapsed

    “The assembly factory has been troubleshooting these issues with me for a long time” is the line that gives away how deep the problem actually goes. This isn’t a stubborn defect that needs one clever fix. It’s a symptom of a supply chain with no one holding cross-supplier authority — and hiring an outside engineer to parachute in doesn’t create that authority. It just adds a new person hoping to borrow it.

    Three risks come with this move, and none of them are small:

    Remote, short-term engagements don’t produce real oversight. You’re trying to substitute one person’s technical skill for a management structure that never existed. That trade doesn’t work — a single engineer, working remotely on a short contract, cannot replace what a properly structured supply chain does by design.

    500 units isn’t the kind of volume that attracts top-tier talent for the long haul. Good manufacturing engineers want ownership and a runway — a program, not a one-off rescue mission. The people willing to take a short, adversarial, low-volume gig are rarely the ones with the leverage or experience to actually win the fight that’s coming.

    And there is a fight coming. This role is inherently adversarial. The engineer’s job is to walk in, point out what the existing team got wrong, and demand changes — from a factory that has zero incentive to cooperate and every incentive to protect itself. Realistically, this ends one of two ways: the hire quietly goes along to collect a paycheck, or the existing factory relationships close ranks and push them out. Neither outcome fixes anything.

    Put bluntly: you’re not hiring an engineer. You’re hiring a referee for a match where the other side already controls the field — and the referee has no actual authority to enforce a call.

    The Real Problem Was Never Technical

    Tolerance mismatches rarely mean a factory “did a bad job.” They mean nobody, at the design or sampling stage, aligned 13 different suppliers to a single, enforced technical standard. This is the same root logic behind another pattern I write about often: when a factory’s MOQ suddenly jumps for what looks like the same product, it’s almost never the factory’s own limitation — it’s an upstream constraint the factory inherited and passed down. Tolerance failures work the same way. The defect shows up at final assembly, but the actual failure happened several steps earlier, when nobody was coordinating specs across the chain.

    A product only comes out of a fragmented supply chain in good working order when someone owns the whole chain technically — not just the final step of putting it together.

    The Fix Isn’t a Better Hire. It’s the Right Structure From Day One.

    This is exactly the gap a sourcing agent is supposed to fill — and exactly why that role shouldn’t be an afterthought bolted on after things go wrong.

    I’ve only seen this pattern play out clearly once, but it was instructive: a client running his own sourcing, hands-on, order after order. It worked, more or less, while volume was modest. But once he scaled up to 4–5 containers a month, the supplier coordination — chasing tolerances, chasing schedules, chasing accountability across multiple factories — became more than a founder juggling ten other priorities could absorb. He got worn down by exactly this kind of cross-vendor firefighting, and that’s when he handed sourcing over to a dedicated team.

    That’s the pattern worth noticing: founders don’t usually need convincing that they should own overseas supply chain coordination. They find out the hard way, at some volume threshold, that they can’t sustain it — and the tolerance issue in that job post is just an earlier, more painful version of the same lesson.

    Beyond the pure technical coordination, there’s a second layer founders often underestimate: overseas supply chains run on local relationships, unwritten norms, and the kind of situational judgment that takes years to build — not something you absorb by reading Alibaba messages between time zones. Everything below that layer is detail work: chasing samples, chasing invoices, chasing suppliers who’ve gone quiet. It adds up to a full-time job that isn’t actually the founder’s job.

    The workable answer isn’t to hire a firefighter after the fact. It’s to bring in a sourcing agent at the start of the program — not as one more vendor bolted onto an already fragmented chain, but as the technical backbone that ties the 13 suppliers and the assembler into one accountable system from day one. And when a chain is already this fragmented, that same agent is also the right party to take over the cleanup — tracing every mismatch back to its real source and rebuilding the coordination that should have existed from the start.

    What “Reliable” Actually Means

    Not every sourcing agent qualifies for that role, and bigger isn’t better here. The largest sourcing agencies often carry the most bureaucracy — layered approvals, account managers who don’t touch the factory floor, decisions that take a week to reach the person who can actually make them. That structure is the opposite of what a tolerance crisis needs.

    What actually matters:

    1. Registered, self-operated import/export status — not a broker riding on someone else’s license. This settles the compliance question before it becomes your problem.
    2. Their own office and warehouse — not a shared address or a rented desk. Physical infrastructure is what gives an agent the independent capacity to actually solve problems on-site, instead of just relaying messages between you and the factory.
    3. Five-plus years in continuous operation — not a team assembled for this one project. Longevity is the only real proof that a structure holds up under pressure instead of scattering the first time something goes wrong.
    4. In-house engineers and QC inspectors — not subcontracted out to a third party. If the diagnostic and inspection capability isn’t inside the organization, you’re back to exactly the problem this article started with: paying for assembly, and hoping engineering shows up for free.

    That’s the bar. Anything short of it, and you’re not hiring a solution — you’re just adding another name to the list of parties who aren’t quite responsible for the outcome.

  • Why We Stress-Test Before the Product Ever Leaves the Factory

    Why We Stress-Test Before the Product Ever Leaves the Factory

    Most sourcing conversations happen over email and spec sheets. Ours don’t stop there.

    We’re currently managing a project involving an oversized custom industrial gate — a structure long enough that the raw material simply doesn’t come in one continuous piece. The frame has to be built from two segments, welded together at a mid-point joint, then ground smooth.

    On paper, that’s a straightforward fabrication detail. In practice, it’s the single point in the entire structure most likely to fail under stress — and it’s exactly the kind of detail that gets glossed over in a factory’s internal report, because from their side, “we welded it and it looks fine” is often considered good enough.

    It’s not good enough for us.

    Testing a claim, not taking it

    A welded joint can look perfect and still be structurally weak. Surface finish and load-bearing strength are two different things, and the gap between them is where a lot of quality problems quietly live — invisible until the product is already installed, in use, and failing somewhere far from the factory that built it.

    So instead of accepting the weld at face value, our team went to the factory floor and built a real test. The gate was lifted, suspended, and supported at both ends. Then direct physical weight was applied at the exact point of the weld — the one place in the entire structure most likely to give way if the joint wasn’t done right.

    No cracking. No bending. No flex at the seam.

    Why this matters more than it sounds like it should

    This kind of test doesn’t show up in a quotation, a spec sheet, or a factory’s own QC report. It only happens when someone is physically present, willing to treat “should be fine” as a hypothesis to test rather than a conclusion to accept.

    That’s the difference between sourcing that stops at coordination — relaying specs, chasing timelines, forwarding photos — and sourcing that actively defends the buyer’s interests on the ground. A trading company’s incentive structure runs through the seller. An agent working for the buyer has to verify, independently, that what’s being built actually holds up — because if it doesn’t, it’s not the factory’s reputation on the line overseas. It’s the buyer’s.

    What this looks like in practice

    We don’t run tests like this because a client asked for a certificate. We run them because a structural weld under real load is not something you take someone’s word for — you put weight on it and watch what happens.

    It’s slower than a phone call. It’s less convenient than trusting a factory’s self-reported QC. But it’s the only way to know, before a product ships, whether it will actually perform the way it’s supposed to once it leaves China.

    That’s the standard we hold every project to — not because it’s required, but because “probably fine” isn’t a standard at all.