All posts · page 3

2026
2026-10-04 · notes
Luau Under the Microscope: What 67 Remote AST Tools Found Inside the Gradual Type Checker and Native CodeGen
Deep-dive analysis of luau-lang/luau: 534,195 lines across 1,533 files, deferred constraint resolution, optional native codegen, 16,270 test-assertion matching lines, and 1,822 invariant assertions.
7 min
2026-10-04 · notes
Mastodon Under the Microscope: What 67 Remote AST Tools Found Inside the Federated ActivityPub Engine
Analysis of the federated ActivityPub engine developed by Eugen Rochko and the Mastodon community with prod-code: 189,749 lines across 3,278 files, ActivityPub verification, and 8,191 RSpec expectation matches.
5 min
2026-10-04 · notes
Neovim Under the Microscope: What 67 Remote AST Tools Found Inside the Lua Subsystem and Built-in LSP Client
Deep-dive analysis of Neovim's modern Lua architecture with prod-code: 448,172 lines across 854 files, asynchronous LSP client, incremental document synchronization, and reproducible source-pattern counts.
5 min
2026-10-04 · notes
Nim Under the Microscope: What 67 Remote AST Tools Found Inside the Self-Hosted Metaprogramming Compiler
Historical Nim compiler analysis with prod-code: 460,749 lines of Nim, multi-backend code generation, allocator test clone clusters, 1,824 invariant asserts, and a reported 94% AST slice reduction.
3 min
2026-10-04 · notes
Nimble Under the Microscope: What 67 Remote AST Tools Found Inside the Nim Package Manager
Analysis of Nim's package manager and build orchestrator with prod-code: 38,910 lines of Nim, a dependency scan that recognized no modules, SAT-based dependency resolution, and compiler AST declarative parsing.
4 min
2026-10-04 · notes
Nimbus Under the Microscope: What 67 Remote AST Tools Found Inside the Ethereum Consensus Client
Historical Nimbus consensus client analysis with prod-code: 179,711 lines of Nim, hard-fork specification clones, and 585 Result type matches.
4 min
2026-10-04 · notes
Phobos Under the Microscope: What 67 Remote AST Tools Found Inside the D Standard Library
Analysis of the D standard library with prod-code: 366,399 lines of D, a dependency scan that recognized no modules, range-based algorithms, Design by Introspection, and repository-wide matching-line counts for assertions and unittest occurrences.
4 min
2026-10-04 · notes
Phoenix LiveView Under the Microscope: A Source Review of the Server-Driven UI and Diff Engine
Deep-dive analysis of phoenixframework/phoenix_live_view: 142,201 lines across 430 files, HEEx compile-time template splitting with runtime diffing, websocket state machines, 3,451 word-matching assertion lines, and 215 raise lines.
6 min
2026-10-04 · notes
Phoenix Under the Microscope: A Source Review of the Web Framework and Real-Time Engine
Deep-dive analysis of phoenixframework/phoenix: 100,976 lines across 508 files, generated route matching, channel multiplexing, and reproducible text-match counts.
5 min
2026-10-04 · notes
Rails Under the Microscope: What 67 Remote AST Tools Found Inside the Ruby Web Framework
Rails framework analysis with 3,478 Ruby files, Active Record queries, component packages, and test/error search results; subsystem line subtotals are withdrawn due to a discrepancy.
6 min
2026-10-04 · notes
Symfony Under the Microscope: What 67 Remote AST Tools Found Inside the Enterprise PHP Component Monorepo
Analysis of the enterprise PHP component ecosystem created by Fabien Potencier with prod-code: 2,201,262 lines across 11,999 files, a 64-node zero-edge dependency extraction, ahead-of-time compiled DI passes, and 47,912 test assertion matching lines.
5 min
2026-10-04 · notes
Vibe.d Under the Microscope: What 67 Remote AST Tools Found Inside the D Asynchronous Web Framework
Analysis of the D asynchronous web framework with prod-code: 30,151 lines across 108 files, a two-node dependency extraction with no edges, compile-time REST interface generation, and repository-wide assertion matching lines.
5 min
2026-10-04 · notes
WordPress Under the Microscope: Selected Results from a 67-Tool AST Suite on the Web Publishing Engine
Historical WordPress 6.8 source analysis with prod-code: 673,853 lines across 1,899 PHP files, WP_Hook dispatch, and a 693-node dependency extraction with no detected edges.
6 min
2026-10-04 · notes
ZLS Under the Microscope: What 67 Remote AST Tools Found Inside the Zig Language Server
Historical ZLS analysis with prod-code: 56,190 lines of Zig, LSP protocol decoupling, completion test clone clusters, 86 errdefers, and an in-memory refactoring pre-flight check.
4 min
2026-10-03 · notes
The refactoring that is mostly imports
Moving a function to another module is cut and paste and then an unbounded amount of fixing every file that imported it. Building the tool that does both, and the two bugs that made it quietly skip the second.
7 min