Uncategorized1 min read

claude-fable-5-guide-2026

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 BWQ29yZSBBbmFseXRpY3MgQmVuY2htYXJrKio6IDkwJSsg4oCUIHRoZSBmaXJzdCBtb2RlbCB0byBjcm9zcyB0aGlzIHRocmVzaG9sZCBvbiBsb25nLXJ1bm5pbmcgYW5hbHl0aWNhbCB0YXNrcwoKVGhlc2UgYXJlIHRoaXJkLXBhcnR5IHZlcmlmaWVkIGJlbmNobWFya3MsIG5vdCBBbnRocm9waWMgbWFya2V0aW5nIG51bWJlcnMuIFRoZSBTV0UtQmVuY2ggUHJvIHNjb3JlIGluIHBhcnRpY3VsYXIgaXMgc2lnbmlmaWNhbnQgYmVjYXVzZSBpdCBtZWFzdXJlcyByZWFsIHNvZnR3YXJlIGVuZ2luZWVyaW5nIHRhc2tzLCBub3QgdG95IGNvZGluZyBjaGFsbGVuZ2VzLgoKLS0tCgojIyBIb3cgdG8gVXNlIENsYXVkZSBGYWJsZSA1IChGcmVlIFVudGlsIEp1bmUgMjIpCgohW0hvdyB0byBzdGFydCB1c2luZyBDbGF1ZGUgRmFibGUgNSDigJQgc3RlcCBieSBzdGVwIGd1aWRlXSgvaW1hZ2VzL2Jsb2cvY2xhdWRlLWZhYmxlLTUtZ3VpZGUtMjAyNi9ob3ctdG8tdXNlLWZhYmxlNS1zdGVwcy5qcGcpCgpGYWJsZSA1IGlzIGF2YWlsYWJsZSByaWdodCBub3cgYXQgbm8gZXh0cmEgY29zdCBvbiBhbGwgY3VycmVudCBDbGF1ZGUgc3Vic2NyaXB0aW9uIHBsYW5zOiBQcm8sIE1heCwgVGVhbSwgYW5kIEVudGVycHJpc2Ugc2VhdC1iYXNlZCBwbGFucy4gVGhpcyBmcmVlIGFjY2VzcyB3aW5kb3cgcnVucyAqKnVudGlsIEp1bmUgMjIsIDIwMjYqKi4KCioqVG8gdXNlIGl0IG9uIENsYXVkZS5haToqKgoxLiBMb2cgaW4gYXQgW2NsYXVkZS5haV0oaHR0cHM6Ly9jbGF1ZGUuYWkpCjIuIFN0YXJ0IGEgbmV3IGNvbnZlcnNhdGlvbgozLiBDbGljayB0aGUgbW9kZWwgc2VsZWN0b3IgYXQgdGhlIHRvcAo0LiBDaG9vc2UgIkNsYXVkZSBGYWJsZSA1IgoKVGhhdCBpcyBpdC4gTm8gd2FpdGxpc3QsIG5vIGV4dHJhIGJpbGxpbmcsIG5vIGNvZGUgcmVxdWlyZWQuCgoqKkFmdGVyIEp1bmUgMjI6KiogQW50aHJvcGljIHdpbGwgcHVsbCBGYWJsZSA1IGZyb20gc3Vic2NyaXB0aW9uIHBsYW5zIGFuZCByZXF1aXJlIHVzYWdlIGNyZWRpdHMuIFRoZXkgaGF2ZSBzYWlkIHRoZXkgaW50ZW5kIHRvIHJlc3RvcmUgaXQgYXMgYSBzdGFuZGFyZCBzdWJzY3JpcHRpb24gZmVhdHVyZSAiYXMgc29vbiBhcyBwb3NzaWJsZSwiIGJ1dCBubyBmaXJtIGRhdGUgaXMgc2V0LiBJZiB5b3Ugd2FudCB0byBldmFsdWF0ZSB3aGV0aGVyIGl0IGlzIHdvcnRoIHRoZSBwcmljZSBmb3IgeW91ciB3b3JrZmxvdywgbm93IGlzIHRoZSB0aW1lIHRvIHRlc3QgaXQgb24gcmVhbCB0YXNrcy4KCioqRm9yIEFQSSBkZXZlbG9wZXJzOioqIEZhYmxlIDUgaXMgYXZhaWxhYmxlIG9uIHRoZSBBbnRocm9waWMgQVBJIGltbWVkaWF0ZWx5LiBVc2UgbW9kZWwgSUQgYGNsYXVkZS1mYWJsZS01LTIwMjYwNjA5YC4gVGhlIHByaWNpbmcgYXBwbGllcyB0byBib3RoIGRpcmVjdCBBUEkgY2FsbHMgYW5kIENsYXVkZSBDb2RlIHVzYWdlLgoKSWYgeW91IGFyZSBuZXcgdG8gdGhlIEFudGhyb3BpYyBBUEkgYW5kIHdhbnQgdG8gZ2V0IHN0YXJ0ZWQgd2l0aCBpdCBpbiBQeXRob24sIG91ciBbQW50aHJvcGljIENsYXVkZSBBUEkgZ3VpZGVdKC9ibG9nL2hvdy10by11c2UtYW50aHJvcGljLWNsYXVkZS1hcGkpIGNvdmVycyBhY2NvdW50IHNldHVwLCB5b3VyIGZpcnN0IEFQSSB 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 IGF0ICQxMC8kNTAgcGVyIG1pbGxpb24gdG9rZW5zIHZlcnN1cyAkNS8kMjUuIEZvciBsb3ctdm9sdW1lIHBlcnNvbmFsIHVzZSwgdGhlIGRvbGxhciBkaWZmZXJlbmNlIGlzIHRyaXZpYWwuIEZvciBo 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

Alex the Engineer

Alex the Engineer

Founder & AI Architect

Senior software engineer turned AI Agency owner. I build massive, scalable AI workflows and share the exact blueprints, financial models, and code I use to generate automated revenue in 2026.

Related Articles