Tag
#tooling
Articles tagged with tooling.
Anchored Editing for LLMs Using V4A Diff
Line numbers drift between turns, so this format anchors each LLM edit to nearby text and applies it with fuzzy tolerant matching.
July 23, 2026 · 20:02 UTC
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The Long Road to Whole-Program Compilers
Renaming CSS, HTML, and JS symbols from one shared map keeps a page intact, but every missed reference fails in total silence.
Emoji AST Interpreter REPL Stage - Part 5
Finish the emoji language with built-in functions and a read-eval-print loop that turns the compiler pipeline into a live tool.
Emoji AST Interpreter Scope Stage - Part 4
Give the emoji language memory with variables and a scope map, then add unary negation and a ternary for real branching decisions.
Emoji AST Interpreter Walker Stage - Part 3
Walk the emoji abstract syntax tree with a recursive tree-walking interpreter that collapses nested nodes into one final number.
Emoji AST Interpreter Parser Stage - Part 2
Turn a flat emoji token stream into an abstract syntax tree with precedence climbing, the parsing stage of a tiny emoji compiler.
Emoji AST Interpreter Lexer Stage - Part 1
Build a lexer that turns fruit emoji and math symbols into a clean token stream, the first stage of a tiny emoji AST compiler.