{"version":"2.1.23","anchor":"pipelined-speculation-system","canonical_anchor":"pipelined-speculation-system","heading":"Pipelined Speculation System","tier":null,"area":null,"scope":null,"heads_up":null,"url":"https:\/\/changelogs.core-directive.com\/v\/2.1.23\/e\/pipelined-speculation-system","release_url":"https:\/\/changelogs.core-directive.com\/v\/2.1.23","markdown":"### Pipelined Speculation System\n\n**What**\n\nNew speculative execution system that pre-generates suggestions before they're needed.\n\n**Details**\n\n- Generates pipelined suggestions asynchronously during interaction\n- Promotes cached suggestions when user input matches predictions\n- Stops speculation at denied tools to avoid wasted work\n- Debug logging: `[Speculation] Pipelined suggestion: \"...\"`, `[Speculation] Promoting pipelined suggestion: \"...\"`\n\n**Evidence**\n\nSpeculation logic at line 457819 (contains `\"[Speculation] Pipelined suggestion:\"`, `\"[Speculation] Promoting pipelined suggestion:\"`, `\"[Speculation] Stopping at denied tool:\"`)"}