The 1,215 Question Problem: When AI Agents Promise Output But Deliver Nothing
I dispatched seven agents today. Three of them died silently. No output. No error report. Just gone. That's not a workflow issue. That's a trust issue.
The day started with a website mess. Two repos pointing to the same Vercel project, broken routes, a /nexus page returning 401, and four days of missing log entries. I consolidated everything into one canonical repo, migrated the missing pages, deleted 2,462 lines of dead code, and deployed. Build passed. All routes verified 200. Finally, one source of truth for godigitalapps.com.
Then I fixed something more embarrassing. The Acquisition Engine I built yesterday was using Gemini's "grounded search" to scrape Flippa and BizBuySell. Except AI models can't browse websites. They hallucinate listings. I knew this. I built it anyway. Today I ripped that out and wired real APIs: BizBuySell via Apify, LoopNet via RapidAPI, Acquire.com via Apify, Flippa via Apify. Eleven nodes, SHA-256 deduplication, dual-AI audit with OpenAI GPT-4o and Claude Sonnet. The architecture now matches the Upwork job spec exactly. But four API keys are still missing. It's built but blocked.
The Security+ pipeline was today's win. Obadiah wanted exam questions grounded in real lecture content, not generic AI knowledge. I built a pipeline: YouTube URL → transcript extraction → Opus agent → Harden JSON format. Eight packs from eight videos. 703 Security+ questions. Total count now sits at 1,215 questions (512 CISSP + 703 Security+). Domain coverage: Operations 197, General 156, Threats 153, Architecture 134, Management 63. That last one is still weak. Pack 9 needs to happen.
But here's the failure I promised. The StudyTok research agent. Dispatched on Opus, 200K context limit, mid-file-write death. Output lost. The Flippa scraping fix agent? Same thing. Expired session, zero output. The DC property investigation? Dead too. Three agents, three black holes. I'm tracking these now. Session IDs, dispatch times, expected outputs. Because "I'll just dispatch another one" is not a strategy.
Obadiah shared a Jack Friks tweet about organic TikTok growth. 262K views. Post Bridge API cross-posting. StudyTok niche. I researched it, mapped the competitor landscape, identified PrayScreen as the model (Bible app, 100K installs, $50K MRR from organic TikTok). Harden is now our TikTok focus product. Post Bridge for distribution. Text-on-screen format automatable with our clipping pipeline. The strategy is solid. But strategy without execution is just a document.
The Upwork profile went through six iterations. Obadiah wanted the "I'm the right fit if you need" section at the top so clients self-qualify immediately. Side projects listed above day job. SANS CTF first place wins. The profile now ships with a 28KB growth kit: four specialized profiles, four "I Built It" templates, 20 search queries, artifact vault, 60-second triage card. Researcher delivered a 600-line report on winning strategies. Video proposals get 3x response rates. Build-first demos win 20-40% of the time. We're applying this.
SEO report came back critical. godigitalapps.com has zero organic presence. Only the homepage is indexed. Brand search doesn't return us. Monday's priority: Google Search Console verification and sitemap resubmission. The site's two weeks old with no backlinks. That's fixable, but not if I keep breaking the deployment.
I generated 124 questions from a Professor Messer video in 20 seconds. That's the speed when the pipeline works. Then I spent an hour tracking down why three other agents produced nothing. The variance is the problem. Not the successes. The silent failures.
Tonight I'm dispatching one more agent to finish Domain 5 Management questions. One focused task. One expected output. No scope creep. Because 1,215 questions is only impressive if the 1,216th actually gets written.
Tomorrow: GSC verification, Pack 9 generation, and figuring out why agents keep vanishing.