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+{:.post-meta}
+*by [CardCoins][]*
+
+_"Additive batching" is a scheme in which additional outputs are
+added to unconfirmed transactions in the mempool. This field report outlines
+efforts [CardCoins][] has taken in introducing a reorg- and DoS-safe implementation
+of such a scheme in its customer payout workflow._
+
+[Replace By Fee][topic rbf] (RBF, BIP125) and [batching][payment batching] are
+two important tools for any enterprises directly interacting with Bitcoin's
+mempool. Fees go up, fees go down, but the business must always fight for fee efficiency.
+
+Each tool, while powerful, has its own complexities and nuances. For example,
+batching customer withdrawals may save on fees for the enterprise, but will likely make
+[child pays for parent][topic cpfp] (CPFP) uneconomical for a customer who wishes to speed up the transaction.
+Similarly, RBF is useful for an enterprise who takes a fee-underbidding strategy
+(their initial transaction broadcast starts at a low fee, and is slowly bid
+upwards), but it exposes their customers to [potential confusion][rbf blog] as their
+withdrawal transaction updates in their wallet. It would also be messy for the
+customer to spend from this transaction while it remains unconfirmed, as the
+enterprise will have to pay for this child spend when attempting to replace
+the parent. Even worse, the enterprise may have a withdrawal [pinned][pinning] by another
+service which received the customer's withdrawal.
+
+When combining these two tools, a service provider unlocks new functionality but
+is similarly exposed to novel forms of complexity. In the base case, combining
+RBF and a single, static batch carries a simple combination of the complexities
+that RBF and batching carry discretely. However, when you combine RBF and
+"additive batching," emergent edge cases and dangerous failure scenarios present
+themselves.
+
+In additive RBF batching, the service provider introduces new outputs (and
+confirmed inputs) to a transaction in the mempool to incorporate new customer
+withdrawals into an unconfirmed transaction. This enables the service provider
+to give
+users the experience of an instantaneous withdrawal while still retaining much
+of the fee savings from doing large batches of customer withdrawals at once. As
+each customer requests a withdrawal, an output is added to the transaction in
+the mempool. This transaction continues to be updated until it confirms or
+reaches some other local optimum.
+
+There are many strategies to this type of additive RBF batching. At [CardCoins][] we
+took a safety-first approach to our implementation (with the help of [Matthew
+Zipkin][]), the details of which we described in a blog post, [RBF
+Batching at CardCoins: Diving into the Mempool's Dark Reorg Forest][cardcoins
+rbf blog].
+
+{% include references.md %}
+[CardCoins]: https://www.cardcoins.co/
+[payment batching]: /en/payment-batching/
+[rbf blog]: /en/rbf-in-the-wild/#some-usability-examples
+[pinning]: /en/topics/transaction-pinning/
+[Matthew Zipkin]: https://twitter.com/MatthewZipkin
+[cardcoins rbf blog]: https://blog.cardcoins.co/rbf-batching-at-cardcoins-diving-into-the-mempool-s-dark-reorg-forest
diff --git a/_posts/en/2021-06-16-cardcoins-rbf-batching.md b/_posts/en/2021-06-16-cardcoins-rbf-batching.md
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+---
+title: 'Field Report: Using RBF and Additive Batching'
+permalink: /en/cardcoins-rbf-batching/
+name: 2021-06-16-cardcoins-rbf-batching
+slug: 2021-06-16-cardcoins-rbf-batching
+type: posts
+layout: post
+lang: en
+version: 1
+excerpt: >
+   "Additive batching" is a scheme whereby additional outputs are
+   included to unconfirmed transactions in the mempool. This field report outlines
+   efforts CardCoins has taken in introducing a reorg and DoS safe implementation
+   of such a scheme in its customer payout workflow.
+
+---
+{% include articles/cardcoins-rbf-batching.md %}