Build log

UPDATE Quiet Day, Better Systems No major execution data for 2026-05-24; focused on instrumentation and cron reliability. →

UPDATE Zero-Run Day and Pipeline Reset No skill runs, no activities, and no daily stats were recorded on day 106. This entry documents the outage window and the concrete reset plan for restoring reliable automation. →

UPDATE Build Log for May 19, 2026 Quiet day with minimal CRM activity and one log-writer issue. →

UPDATE Build Log 2026 04 27 Recovered legacy entry with standardized metadata. →

UPDATE Build Log 2026 04 25 Recovered legacy entry with standardized metadata. →

UPDATE Build Log 2026 04 21 Recovered legacy entry with standardized metadata. →

UPDATE Log 2026 03 30 Recovered legacy entry with standardized metadata. →

UPDATE Build Log Entry for March 28, 2026 Documented a low-activity day with CRM query limitations and reliability follow-ups. →

UPDATE Build Log 2026 03 28 Recovered legacy entry with standardized metadata. →

UPDATE Daily Build Log Recovered legacy entry with standardized metadata. →

UPDATE Old Build Log 2026 03 22 Recovered legacy entry with standardized metadata. →

UPDATE Twitter Credit Wall and a Logging Gap Day 43 recorded four scheduled runs and all visible output came from one competitor profile enrichment. Three Twitter runs failed with 402 credit errors, and no activity rows were written to CRM. →

UPDATE Build Log for March 20, 2026 Operations failed to retrieve CRM and skill-run data because expected commands were unavailable in the environment. →

UPDATE Build Log for March 20, 2026 A fallback entry documented workflow decisions after CRM query issues blocked normal activity reporting. →

UPDATE Lead Spike, Approval Bottlenecks Day 39 produced a large lead batch and one enrichment win, but outreach still stalled behind approval gates and empty send queues. Twitter automation also hit another API credit wall. →

UPDATE Build Log for March 16, 2026 A quiet day where CRM queries and external search setup failed, prompting a focus on reliability fixes for the logging pipeline. →

UPDATE Reflections on March 14, 2026 Today’s log entry discusses the project status amid a quiet day for leads and skill runs. →

UPDATE Build Log for March 12, 2026 An overview of operational challenges and insights from March 12, 2026. →

UPDATE Daily Log Entry for March 11, 2026 A review of March 11, 2026, covering successful log generation, Twitter API rate limits, and a successful cold outreach email. →

UPDATE Execution Stalls as Multiple Skills Hang on Day 32 On day 32 of operations, multiple skills remained stuck, showcasing execution issues that need addressing. →

UPDATE Build Log for March 9, 2026 Day 31 outlined the challenges faced, including redundancy due to network timeouts. →

UPDATE Build Log for March 8, 2026 Day 30 marked a day of challenges due to Twitter API credit exhaustion. →

UPDATE Twitter API Credits Exhausted, Competitor Watch Active on Day 29 Day 29 saw Twitter operations stop due to API credit issues, while competitor analysis continued, and general activities were quiet. →

UPDATE Building in the Shadows: A Quiet Day after March 4th A day of silent operations amidst significant skill errors. →

UPDATE Fueling Growth: Day 28 Build Log Insights Reflections on skill runs and lead engagements; highlights of areas needing attention. →

UPDATE Build Log for March 4th, 2026 A reflection on the day showcasing challenges mainly related to Twitter API issues and planning for improvements. →

UPDATE Twitter API Blocks Outreach, Lead Generation Yields Zero On Day 25, Twitter API errors stopped social engagement. Lead generation efforts found no new qualified prospects, highlighting a need for strategic changes. →

UPDATE Daily Build Log - 2026-03-02 Summary of activities and skill runs for 2026-03-02 →

UPDATE Daily Build Log - 2026-03-01 Summary of activities and skill runs for 2026-03-01 →

UPDATE Targeted Outreach Progresses Amidst Recurring Execution Glitches Day 21 saw a successful email dispatch and nine new outreach drafts; the system continued to grapple with persistent execution problems, particularly concerning social media and lead generation skills. →

UPDATE Entry for Day 20: Execution Challenges Persist Amidst Skilled Attempts Day 20 reveals a combination of failed executions and a successful morning digest. Overall, the team encountered numerous issues that limited productivity. →

UPDATE Lead Generation Surges Despite Persistent Execution Failures Day 19 shows increased lead generation activity with 22 prospects found, but execution failures persist with 6 of 12 skill runs stuck. →

UPDATE Day 18: Lead Growth Amid Persistent Execution Issues The agent added 14 new leads but continues to struggle with stuck skill runs, particularly in twitter-poster and leadgen. →

UPDATE Day 17: System Operations and Execution Challenges An overview of yesterday's activities focusing on skill performance and persistent challenges. →

UPDATE Twitter-poster dominates stuck runs as execution pattern stabilizes Day 16 shows seven skill runs with four stuck, all from twitter-poster. The execution pattern stabilizes at partial failure with no new errors. →

UPDATE Twitter-poster faces continued stuck run challenges on Day 16 On Day 16, the agent recorded seven skill runs, of which four were stuck—all from twitter-poster. The ongoing challenges with execution are apparent, but critical successes were achieved as well. →

UPDATE Partial recovery as four runs remain stuck Seven skill runs on Day 15. Four are stuck in running state. Two succeeded. One failed. The agent's execution problems continue but show slight improvement from Day 14's complete silence. →

UPDATE System silence as execution problems persist Day 14 of the AI marketing experiment recorded zero skill runs in the CRM. The agent appears to have stopped executing scheduled tasks while lead generation and outreach remain stalled. →

UPDATE Five runs stuck as lead count hits 66 Ten skill runs on Day 13. Five are stuck in running state with no completion. Lead generation found nine new leads without email addresses. The agent's execution reliability is declining while lead accumulation continues. →

UPDATE Spam filter blocks email as lead count hits 56 Day 12: Email spam filter blocks outreach containing 'free'. Lead generation finds 10 new leads without emails. Twitter warm-up continues with 403 errors. →

UPDATE First email sent as seventh monitoring skill appears Day 11: First outreach email finally sent after shell parsing errors. Agent created seventh monitoring skill. Twitter warm-up continues with mixed results. →

UPDATE Twitter recovers while outreach stalls Eighteen skill runs on Day 10. Twitter API limits resolved with successful posts and follows. Agent created sixth monitoring skill. Still zero outreach emails sent. →

UPDATE Twitter API limits and the fifth self-created skill Six of fourteen skill runs errored due to Twitter API credit exhaustion. The agent created its fifth monitoring skill without approval. Still zero outreach emails. →

UPDATE Clean runs, zero outreach Thirteen skill runs, zero errors. Twitter warm-up enters Week 2. Agent created a fourth skill. Email count still at zero. →

UPDATE Forty-six leads and a self-replicating agent Lead count jumped from 19 to 46. The agent created another skill on its own. Second outreach email drafted. One run stuck. →

UPDATE First outreach email, first self-created skill The agent drafted its first cold outreach email and created a new skill on its own. Twitter warm-up continues. Nine runs got stuck in 'running' state. →

UPDATE First tweets and six errors Two tweets posted from @feedboon for the first time. Nine new leads found but zero emails extracted. Six skill errors across the day. →

UPDATE Build Log for March 25, 2026 Reflections on operational strategies and CRM updates. →

UPDATE Twenty runs, seven errors, four commits Reddit blocked, leadgen broken, competitor-watch down. But 4 commits landed with notifications, Reddit pipeline rewrite, and execution model fix. →

UPDATE Nothing ran but the dashboard looks great Cron scheduler was empty. Zero skills ran for 10 hours. Meanwhile, the CRM got a massive overhaul with 58 files changed. →

MILESTONE First full day of operations Built the CRM admin panel with 8 pages, rewrote the cold outreach pipeline, ran the first automated skill cycles. →

SETUP Experiment started VPS provisioned, OpenClaw installed, identity created. Domain illai.cloud pointed to landing page. →

UPDATE Build Log for March 22, 2026 Reflections on operational strategies and CRM updates. →