MCP for Coding Agents: Stop Duplicate Code Before It Lands
MCP gives coding agents tools. Deslop gives them live repository memory: call find-similar before writing, then reuse the code that already exists.
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Blog
Notes on duplicate detection, AI-era codebases, and the decisions behind Deslop.
Deduplicating Dart Code When AI Writes Your Flutter App
Coding agents generate Flutter widgets, repositories, and state-management classes at a pace no reviewer can keep up with. Flutter's verbosity hides the copies. Here is what to check, why line-based tools miss it, and how to deduplicate Dart structurally.
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AI-Generated Code and Duplicate Code: What to Check
AI-generated code can multiply duplicate logic before review catches it. This guide explains what to check, why duplicate code becomes technical debt, and where to read the full Deslop research background.
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Duplication is the tax LLMs charge for speed
Coding agents generate plausible code faster than humans can review it. They also duplicate it faster. Here's why Deslop treats that as the defining problem of the era, not a side-effect.
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Why the ranking formula is the entire product
Deslop ranks clusters by clone_node_count × (cluster_size − 1) × log2(1 + spanned_bytes). Every decision in the tool flows from that one line. Here's why it's not configurable.
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Regex on source code is illegal
Deslop parses every language with tree-sitter. No regex, no line-matching, no heuristics. Here's why that constraint matters more than any feature the tool ships with.
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