
Over 23 months, Andrew Chow engineered core wallet, multisignature, and protocol features for the bitcoin/bitcoin repository, focusing on reliability, security, and maintainability. He modernized wallet infrastructure by deprecating legacy formats, advancing descriptor and MuSig2 support, and refactoring database and RPC layers for clarity and robustness. Using C++ and Python, Andrew delivered test-driven improvements in wallet migration, transaction signing, and error handling, while enhancing build automation and cross-platform packaging. His work addressed edge cases in descriptor parsing, improved data integrity during reindexing, and streamlined API surfaces, demonstrating deep technical understanding and a disciplined approach to large-scale blockchain software development.
April 2026 monthly performance: Delivered a targeted fix for the GetHDKeys RPC in bitcoin/bitcoin to gracefully handle descriptors containing partial private keys. The change eliminates an unhandled error (map::at: key not found) when requesting private keys in mixed private/public key scenarios, and was accompanied by updates to functional tests. This work improves reliability for multisig and descriptor-based workflows, reduces support friction, and enhances the overall developer experience when importing descriptors with partial keys.
April 2026 monthly performance: Delivered a targeted fix for the GetHDKeys RPC in bitcoin/bitcoin to gracefully handle descriptors containing partial private keys. The change eliminates an unhandled error (map::at: key not found) when requesting private keys in mixed private/public key scenarios, and was accompanied by updates to functional tests. This work improves reliability for multisig and descriptor-based workflows, reduces support friction, and enhances the overall developer experience when importing descriptors with partial keys.
February 2026 monthly summary for Chatterino/chatterino2 focusing on features delivered, bugs fixed, impact, and skills demonstrated.
February 2026 monthly summary for Chatterino/chatterino2 focusing on features delivered, bugs fixed, impact, and skills demonstrated.
January 2026 performance summary for bitcoin/bitcoin focusing on wallet UX, import safety, and validation controls. Key outcomes include wallet naming enforcement across creation and restoration with migration compatibility improvements and clearer error feedback, safer cleanup during data import from dumps, a configurable SHA1 verification bypass mechanism to support flexible validation, and a targeted fix to OP_IF evaluation error reporting. These changes deliver stronger reliability, improved user experience, and greater release flexibility while preserving backward compatibility and security.
January 2026 performance summary for bitcoin/bitcoin focusing on wallet UX, import safety, and validation controls. Key outcomes include wallet naming enforcement across creation and restoration with migration compatibility improvements and clearer error feedback, safer cleanup during data import from dumps, a configurable SHA1 verification bypass mechanism to support flexible validation, and a targeted fix to OP_IF evaluation error reporting. These changes deliver stronger reliability, improved user experience, and greater release flexibility while preserving backward compatibility and security.
December 2025: Implemented Database Cache Management Enhancement: Periodic Flush During Reindex-Chainstate in bitcoin/bitcoin to improve data integrity and reduce risk of data loss during failures. The change moves the periodic dbcache flush inside the ActivateBestChain loop, enabling periodic persistence during IBD, reindex-chainstate, and steady-state when using high dbcache values. Includes a lock-consolidation refactor and new tests validating periodic flush behavior inside ActivateBestChainChain. This work improves resilience during startup and reindex, and simplifies concurrency control for future maintenance.
December 2025: Implemented Database Cache Management Enhancement: Periodic Flush During Reindex-Chainstate in bitcoin/bitcoin to improve data integrity and reduce risk of data loss during failures. The change moves the periodic dbcache flush inside the ActivateBestChain loop, enabling periodic persistence during IBD, reindex-chainstate, and steady-state when using high dbcache values. Includes a lock-consolidation refactor and new tests validating periodic flush behavior inside ActivateBestChainChain. This work improves resilience during startup and reindex, and simplifies concurrency control for future maintenance.
November 2025 monthly summary for bitcoin/bitcoin focusing on reliability and correctness in core data paths and PSBT/MiniscriptDescriptor handling. Delivered two major improvements with upstream merge readiness, strong reviewer engagement, and clear business value in reliability, correctness, and maintainability.
November 2025 monthly summary for bitcoin/bitcoin focusing on reliability and correctness in core data paths and PSBT/MiniscriptDescriptor handling. Delivered two major improvements with upstream merge readiness, strong reviewer engagement, and clear business value in reliability, correctness, and maintainability.
Oct 2025 monthly summary for bitcoin/bitcoin focused on reliability improvements in downloads and CI hashing workflows. Consolidated fixes addressing download URL integrity, download stamp generation, fallback download path correctness, and DEPENDS_HASH calculation in CI to prevent caching issues. Resulted in more robust artifact generation, fewer CI flakiness incidents, and improved build determinism across environments.
Oct 2025 monthly summary for bitcoin/bitcoin focused on reliability improvements in downloads and CI hashing workflows. Consolidated fixes addressing download URL integrity, download stamp generation, fallback download path correctness, and DEPENDS_HASH calculation in CI to prevent caching issues. Resulted in more robust artifact generation, fewer CI flakiness incidents, and improved build determinism across environments.
Month 2025-09 — Concise monthly summary for bitcoin/bitcoin highlighting two key deliverables: (1) MuSig2: Centralize synthetic xpub construction into a dedicated function to improve code organization, reusability, and future maintainability. (2) Wallet: Add test coverage to ensure the gettransaction RPC output populates the fee field reflecting the wallet's 'from me' status, covering pre- and post-confirmation scenarios. These efforts enhance reliability, code quality, and test coverage.
Month 2025-09 — Concise monthly summary for bitcoin/bitcoin highlighting two key deliverables: (1) MuSig2: Centralize synthetic xpub construction into a dedicated function to improve code organization, reusability, and future maintainability. (2) Wallet: Add test coverage to ensure the gettransaction RPC output populates the fee field reflecting the wallet's 'from me' status, covering pre- and post-confirmation scenarios. These efforts enhance reliability, code quality, and test coverage.
Monthly summary for 2025-08 (bitcoin/bitcoin): Delivered security-focused features, reliability improvements, and expanded test coverage. Key features include MuSig2 Aggregate Pubkey Validation Variant, which validates the aggregate pubkey against an expected value and consolidates key-aggregation logic into internal helpers to strengthen security; Flexible RPC Argument Parsing (string or JSON), enabling arguments to be passed as either strings or JSON and improving compatibility for hash_or_height and rollback; and improved error handling for RPC operations including SendAll, which now reports explicit JSONRPCError when tx size cannot be determined due to unsolvable descriptors. Major bug fix included Wallet IsFromMe detection, ensuring correct attribution by checking inputs against known TXOs and properly handling zero-value dust outputs. Additionally, Anchor Outputs wallet tests and test framework cleanup broaden test coverage and simplify test infrastructure. These changes collectively enhance security, reliability, developer ergonomics, and user feedback, delivering measurable business value through more robust wallet behavior, clearer error reporting, and reduced regression risk.
Monthly summary for 2025-08 (bitcoin/bitcoin): Delivered security-focused features, reliability improvements, and expanded test coverage. Key features include MuSig2 Aggregate Pubkey Validation Variant, which validates the aggregate pubkey against an expected value and consolidates key-aggregation logic into internal helpers to strengthen security; Flexible RPC Argument Parsing (string or JSON), enabling arguments to be passed as either strings or JSON and improving compatibility for hash_or_height and rollback; and improved error handling for RPC operations including SendAll, which now reports explicit JSONRPCError when tx size cannot be determined due to unsolvable descriptors. Major bug fix included Wallet IsFromMe detection, ensuring correct attribution by checking inputs against known TXOs and properly handling zero-value dust outputs. Additionally, Anchor Outputs wallet tests and test framework cleanup broaden test coverage and simplify test infrastructure. These changes collectively enhance security, reliability, developer ergonomics, and user feedback, delivering measurable business value through more robust wallet behavior, clearer error reporting, and reduced regression risk.
July 2025 highlights in bitcoin/bitcoin: Improved wallet migration reliability and test coverage; fixed deterministic build issues across platforms; tightened descriptor parsing correctness with documentation. Delivered stronger upgrade safety, reduced CI flakiness, and clearer code comments.
July 2025 highlights in bitcoin/bitcoin: Improved wallet migration reliability and test coverage; fixed deterministic build issues across platforms; tightened descriptor parsing correctness with documentation. Delivered stronger upgrade safety, reduced CI flakiness, and clearer code comments.
June 2025: Delivered Wallet API surface cleanup and refactor in bitcoin/bitcoin, removing deprecated balance fields from getwalletinfo, eliminating getunconfirmedbalance RPC, removing unused serialization flag, and pruning dead code in LoadTxRecords. Refactored descriptor parsing by moving DeriveType to its own function, resulting in a simpler, more modular API aligned with getbalances() coverage. These changes reduce maintenance burden, minimize API surface area for clients, and improve code quality and testability. These improvements contribute to lower risk of regressions and smoother future enhancements across wallet-related RPCs and descriptors.
June 2025: Delivered Wallet API surface cleanup and refactor in bitcoin/bitcoin, removing deprecated balance fields from getwalletinfo, eliminating getunconfirmedbalance RPC, removing unused serialization flag, and pruning dead code in LoadTxRecords. Refactored descriptor parsing by moving DeriveType to its own function, resulting in a simpler, more modular API aligned with getbalances() coverage. These changes reduce maintenance burden, minimize API surface area for clients, and improve code quality and testability. These improvements contribute to lower risk of regressions and smoother future enhancements across wallet-related RPCs and descriptors.
May 2025 performance highlights for bitcoin/bitcoin: Delivered substantive wallet subsystem enhancements improving reliability, security, and maintainability. Key work includes decoupling WalletBatch creation from RPC and advancing descriptor handling, enhancing error handling and descriptor cache management; wallet database hardening via improved error reporting; wallet flags cleanup and API surface simplification; test suite modernization; and UX/security upgrades including watch-only removal from RPCs and UI, read-only semantics fix (BERKELEY_RO), and legacy wallet warnings. These changes boost correctness, reduce incident risk, and streamline future development while improving observability and user experience.
May 2025 performance highlights for bitcoin/bitcoin: Delivered substantive wallet subsystem enhancements improving reliability, security, and maintainability. Key work includes decoupling WalletBatch creation from RPC and advancing descriptor handling, enhancing error handling and descriptor cache management; wallet database hardening via improved error reporting; wallet flags cleanup and API surface simplification; test suite modernization; and UX/security upgrades including watch-only removal from RPCs and UI, read-only semantics fix (BERKELEY_RO), and legacy wallet warnings. These changes boost correctness, reduce incident risk, and streamline future development while improving observability and user experience.
April 2025 monthly summary for bitcoin/bitcoin. Key initiative: deprecate legacy wallet support by enforcing descriptor-based wallets for all new wallets. Updated wallet tooling to require -descriptors and prohibit -legacy usage. Removed legacy wallet RPCs from bash completions and related CLI support to align with the deprecation strategy. All changes implemented on bitcoin/bitcoin with three commits, setting the stage for a secure, future-proof wallet infrastructure.
April 2025 monthly summary for bitcoin/bitcoin. Key initiative: deprecate legacy wallet support by enforcing descriptor-based wallets for all new wallets. Updated wallet tooling to require -descriptors and prohibit -legacy usage. Removed legacy wallet RPCs from bash completions and related CLI support to align with the deprecation strategy. All changes implemented on bitcoin/bitcoin with three commits, setting the stage for a secure, future-proof wallet infrastructure.
March 2025: Focused on conformance, data integrity, and packaging cleanup across the bitcoin/bitcoin repository. Delivered PSBT signature validation and DER encoding compliance, improved wallet unload/shutdown data safety, and cleaned up macOS packaging. These changes enhance security, reliability, and maintainability while reducing packaging overhead.
March 2025: Focused on conformance, data integrity, and packaging cleanup across the bitcoin/bitcoin repository. Delivered PSBT signature validation and DER encoding compliance, improved wallet unload/shutdown data safety, and cleaned up macOS packaging. These changes enhance security, reliability, and maintainability while reducing packaging overhead.
February 2025 Monthly Summary: Focused on improving test coverage and protocol robustness for the Bitcoin Core project. Delivered a new test vector set for BIP 373 to enhance validation of transaction features, enabling earlier detection of conformance issues and reducing regression risk in future protocol changes.
February 2025 Monthly Summary: Focused on improving test coverage and protocol robustness for the Bitcoin Core project. Delivered a new test vector set for BIP 373 to enhance validation of transaction features, enabling earlier detection of conformance issues and reducing regression risk in future protocol changes.
January 2025 monthly summary focusing on delivering robustness, reliability, and efficiency across two core Bitcoin repos. Key efforts spanned descriptor handling, PSBT signing, and Taproot capabilities, with accompanying tests and release note workflows. Result: stronger end-user trust, smoother upgrade paths, and more maintainable codebase.
January 2025 monthly summary focusing on delivering robustness, reliability, and efficiency across two core Bitcoin repos. Key efforts spanned descriptor handling, PSBT signing, and Taproot capabilities, with accompanying tests and release note workflows. Result: stronger end-user trust, smoother upgrade paths, and more maintainable codebase.
December 2024 monthly summary focusing on delivering secure distribution and robust wallet migration capabilities across Bitcoin repositories, with an emphasis on reliability, performance, and test coverage.
December 2024 monthly summary focusing on delivering secure distribution and robust wallet migration capabilities across Bitcoin repositories, with an emphasis on reliability, performance, and test coverage.
2024-11 Monthly summary: Implemented core multi-signature capabilities and hardened distribution workflows, delivering security and reliability gains with improved release efficiency. Casey/bitcoin added MuSig2 multisignature support in secp256k1 via a new musig module with an API for key aggregation, nonce generation, partial signing, and signature aggregation, plus a build toggle. Bitcoin/bitcoin enabled the Musig module by turning the CMake flag ON to enable multi-signature functionality. MacOS distribution workflows were automated to sign, notarize, and package binaries, with packaging/build tooling enhancements. Wallet migration reliability was improved with an existence check before migration and added tests for P2WSH script migrations. Overall, these changes increase security, reduce release toil, and improve user experience during migrations and installations.
2024-11 Monthly summary: Implemented core multi-signature capabilities and hardened distribution workflows, delivering security and reliability gains with improved release efficiency. Casey/bitcoin added MuSig2 multisignature support in secp256k1 via a new musig module with an API for key aggregation, nonce generation, partial signing, and signature aggregation, plus a build toggle. Bitcoin/bitcoin enabled the Musig module by turning the CMake flag ON to enable multi-signature functionality. MacOS distribution workflows were automated to sign, notarize, and package binaries, with packaging/build tooling enhancements. Wallet migration reliability was improved with an existence check before migration and added tests for P2WSH script migrations. Overall, these changes increase security, reduce release toil, and improve user experience during migrations and installations.
June 2024: Completed wallet chain state management improvements in bitcoin/bitcoin to improve reliability, accuracy, and resilience of wallet loading and rescans. The change replaces chainStateFlushed with explicit last processed block writing during wallet loading, and removes chainStateFlushed to prevent race-condition notifications in wallet processing. This results in more accurate synchronization between in-memory and on-disk state and reduces potential mis-synchronization during rescans.
June 2024: Completed wallet chain state management improvements in bitcoin/bitcoin to improve reliability, accuracy, and resilience of wallet loading and rescans. The change replaces chainStateFlushed with explicit last processed block writing during wallet loading, and removes chainStateFlushed to prevent race-condition notifications in wallet processing. This results in more accurate synchronization between in-memory and on-disk state and reduces potential mis-synchronization during rescans.
April 2024 monthly summary for bitcoin/bitcoin: Key feature delivered: Wallet Best-Block Synchronization Enhancement. The wallet now maintains an accurate best block after block connect/disconnect events, improving consistency with the blockchain. Commit contributing this feature: 7bacabb204b6c34f9545f0b37e2c66296ad2c0de. Major bugs fixed: none reported in this scope. Overall impact: stronger wallet reliability, reduced risk of stale state, and better user trust through consistency with the canonical chain. Technologies/skills demonstrated: wallet state synchronization, block event handling, commit-level traceability, and disciplined change management.
April 2024 monthly summary for bitcoin/bitcoin: Key feature delivered: Wallet Best-Block Synchronization Enhancement. The wallet now maintains an accurate best block after block connect/disconnect events, improving consistency with the blockchain. Commit contributing this feature: 7bacabb204b6c34f9545f0b37e2c66296ad2c0de. Major bugs fixed: none reported in this scope. Overall impact: stronger wallet reliability, reduced risk of stale state, and better user trust through consistency with the canonical chain. Technologies/skills demonstrated: wallet state synchronization, block event handling, commit-level traceability, and disciplined change management.
March 2024 – bitcoin/bitcoin: Focused on delivering key MuSig2 signing enhancements and improved Taproot data traceability, with robust testing and secure nonce management. Business value: enables signing with derived aggregate keys via BIP32 tweaks, improves auditability and traceability of Taproot transactions, and increases confidence through wallet-level tests. No explicit bug fixes documented in this dataset; the month emphasized feature delivery, security, and test coverage. Technologies demonstrated include BIP32 derivation tweaks, MuSig2, secure nonce management (MuSig2SecNonce), KeyOriginInfo in Taproot signatures, and wallet test automation.
March 2024 – bitcoin/bitcoin: Focused on delivering key MuSig2 signing enhancements and improved Taproot data traceability, with robust testing and secure nonce management. Business value: enables signing with derived aggregate keys via BIP32 tweaks, improves auditability and traceability of Taproot transactions, and increases confidence through wallet-level tests. No explicit bug fixes documented in this dataset; the month emphasized feature delivery, security, and test coverage. Technologies demonstrated include BIP32 derivation tweaks, MuSig2, secure nonce management (MuSig2SecNonce), KeyOriginInfo in Taproot signatures, and wallet test automation.
February 2024 saw a major elevation in cryptographic signing, wallet accuracy, and PSBT/MuSig2 readiness. Key outcomes include a Schnorr sighash refactor to decouple computation for easier maintenance and performance, a full MuSig2 signing path for known aggregate keys with robust fallbacks, and the addition of partial-signature support and comprehensive nonce/secnonce handling. We also delivered end-to-end MuSig2 data plumbing across descriptor-based key handling and wallet nonce storage, plus PSBT MuSig2 field serialization and RPC exposure in decodepsbt. Wallet improvements include balance calculation via m_txos, TXO set integration, and caching optimizations, resulting in more accurate spendable balances and faster wallet ops. These deliverables enhance security, performance, and workflow support for MuSig2 and Schnorr-based signing, delivering clear business value for users relying on multi-signature and hardware wallets.
February 2024 saw a major elevation in cryptographic signing, wallet accuracy, and PSBT/MuSig2 readiness. Key outcomes include a Schnorr sighash refactor to decouple computation for easier maintenance and performance, a full MuSig2 signing path for known aggregate keys with robust fallbacks, and the addition of partial-signature support and comprehensive nonce/secnonce handling. We also delivered end-to-end MuSig2 data plumbing across descriptor-based key handling and wallet nonce storage, plus PSBT MuSig2 field serialization and RPC exposure in decodepsbt. Wallet improvements include balance calculation via m_txos, TXO set integration, and caching optimizations, resulting in more accurate spendable balances and faster wallet ops. These deliverables enhance security, performance, and workflow support for MuSig2 and Schnorr-based signing, delivering clear business value for users relying on multi-signature and hardware wallets.
January 2024 monthly summary for bitcoin/bitcoin: Delivered major wallet and descriptor modernization, removed legacy components and test infrastructure, and advanced multisignature support with MuSig/MuSig2 while strengthening parsing and pubkey handling. The work reduces maintenance burden by eliminating obsolete code paths, improves security and reliability, and accelerates feature readiness for descriptor-driven signing and multisig workflows.
January 2024 monthly summary for bitcoin/bitcoin: Delivered major wallet and descriptor modernization, removed legacy components and test infrastructure, and advanced multisignature support with MuSig/MuSig2 while strengthening parsing and pubkey handling. The work reduces maintenance burden by eliminating obsolete code paths, improves security and reliability, and accelerates feature readiness for descriptor-driven signing and multisig workflows.
December 2023: Wallet Migration Testing Improvements for bitcoin/bitcoin focused on cleaning legacy wallet tests in wallet_reindex.py to remove outdated checks and streamline validation. Added migration-focused tests to verify that legacy wallet migration correctly cleans up bad inactive HD chain derivation paths, deletes all key metadata records, and regenerates correct derivation paths post-migration. These changes strengthen the reliability of wallet migrations, reduce risk during upgrades, and improve overall user trust and system stability. Technologies and patterns include Python test-suite maintenance, test-driven migration validation, and HD derivation path handling in a large-scale Bitcoin Core repository.
December 2023: Wallet Migration Testing Improvements for bitcoin/bitcoin focused on cleaning legacy wallet tests in wallet_reindex.py to remove outdated checks and streamline validation. Added migration-focused tests to verify that legacy wallet migration correctly cleans up bad inactive HD chain derivation paths, deletes all key metadata records, and regenerates correct derivation paths post-migration. These changes strengthen the reliability of wallet migrations, reduce risk during upgrades, and improve overall user trust and system stability. Technologies and patterns include Python test-suite maintenance, test-driven migration validation, and HD derivation path handling in a large-scale Bitcoin Core repository.

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