Building in the Open
How Picking Solutions was built in 30 days with AI — and how an autonomous executive team now helps run it. Real numbers. Real architecture. Nothing hidden.
Act I — The Build
One person, one AI co-pilot, 30 days. Here's the timeline.
The Seed
A reflection on time, attention, and information overload. The idea sat dormant for 7 years — not from lack of ambition, but from fear of starting.
The Spark
AI matured from novelty to genuine creative amplifier. The barrier was never capability — it was permission to begin. So I began.
30-Day Rapid Build
From blank repo to live signals, tools, premium dashboards, and a flywheel. DeepAgent as co-pilot. Human direction, AI amplification.
Launch + Transparency
Went live with daily feeds, Lumen Pro, intelligence pipeline. Decided to build in the open — showing everything, hiding nothing.
AI Executive Team
Phase B: 5 AI agents running strategy, operations, and analytics. Turn-based meetings, daily briefings, founder feedback loop. The zero-human company experiment begins.
Building in the Open
You're looking at a live system. The numbers below are real, pulled from the database right now. This page updates every time you load it.
Live Platform Numbers
Pulled from the database right now. Not vanity metrics — actual system state.
Act II — The Experiment
Can an AI executive team run a company? We're finding out — live.
System Architecture
Agent Roster
Active Targets (Live)
Recent Briefings
Pipeline failures across all monitored data sources have created systemic blind spots that directly degrade Lumen Pro and Daily Editions value, while content output has collapsed to one post in seven days against a three-per-week target. Zero backlog throughput this week compounds the risk to the first-paying-subscriber milestone. Immediate scheduler and pipeline remediation is required before the narrow window created by today's fresh Lumen Digest and Daily Edition closes.
Content velocity remains critically low with only 1 post published in the last 7 days against the 3/week target, while multiple data pipelines show significant staleness that risks degrading Lumen Pro and Daily Editions value. Backlog throughput sits at 0 items completed this week, directly threatening progress toward the first paying subscriber target. Fresh Lumen Digest and Daily Edition generations on 2026-07-23 provide a narrow window to capitalise on recent pipeline activity before further degradation occurs.
Pipeline health is in a critical state: all 8 monitored pipelines are breaching the 24-hour staleness threshold, with the `renewable_generation` pipeline at a severe 579 hours (24+ days) without a successful run — this is the most urgent infrastructure failure on the board. Zero autopilot runs in the last 24 hours compounds the concern, as it suggests the scheduled task orchestration layer may have a systemic failure, not isolated pipeline issues. Immediate investigation into the scheduler and pipeline execution environment is the top priority today. ---
Pipeline health has collapsed with all six monitored data feeds now stale (four at 55 hours, one at 555 hours), directly degrading Lumen Pro reliability and content quality while publishing velocity sits at one post in seven days against a three-post target. This compounds the zero backlog completion rate and places the June 2026 first-paying-subscriber milestone at material risk. Immediate incident response is required to restore data freshness before further customer-facing degradation occurs.
Pipeline freshness has degraded significantly, with four core data pipelines stale at 55 hours and renewable_generation at 555 hours, directly threatening content quality and Lumen Pro reliability. Publishing velocity remains well below the 3 posts/week target with only one post in the last seven days, while weekly backlog completion sits at zero. These issues compound the risk of missing the first paying subscriber milestone by June 2026.
Recent Meetings
## SUMMARY The renewable_generation pipeline's 486-hour staleness (last run 2026-06-29) was unanimously identified as the top operational failure, violating the zero_stale_pipelines target and starving Lumen Pro, the AI Executive Team, and content velocity. All agents agreed this creates a monitoring blind spot (0/0 metric) and risks engagement and subscriber targets, while baseline signals (6,114 clean fetch logs, 187 items ingested) remain positive but insufficient. Consensus formed around treating the failure as data for rapid iteration, mapping fixes to backlog items with freshness SLAs, and conducting root-cause work plus preventive analysis. Minor open threads remain on engagement impact data, June 29 changes, autopilot idle status, and resolution timeline. The group aligned on cross-functional ownership rather than siloed fixes. ## KEY DECISIONS - Renewable_generation pipeline restoration and root-cause investigation are the single highest-priority item this week. - The zero_stale_pipelines metric must be audited and fixed so silent failures surface automatically. - Pipeline fixes will be added to the backlog as priority items with explicit freshness SLAs before any new feature work. - A post-mortem on the failure will be documented in LESSONS_LEARNED.md. ## ACTION ITEMS - **Action:** Conduct root-cause investigation on renewable_generation (scheduler logs, task registration, changes around 2026-06-29) and restore pipeline by Friday **Owner:** Tech Team Lead **Priority:** high - **Action:** Audit and fix zero_stale_pipelines monitoring logic to eliminate 0/0 blind spot and catch silent failures **Owner:** Tech Team Lead **Priority:** high - **Action:** Map pipeline restoration and monitoring fixes to backlog items with explicit freshness SLAs **Owner:** Product Manager **Priority:** high - **Action:** Provide engagement drop data or trends linked to the pipeline gap **Owner:** Analytics Chief **Priority:** medium - **Action:** Prepare contingency communication plan (special edition or behind-the-scenes content) to maintain audience trust during resolution **Owner:** Marketing Chief **Priority:** medium ## OPEN QUESTIONS - What specific changes (if any) were made to the renewable_generation pipeline around 2026-06-29? (Tech Team Lead to confirm) - Does the Analytics Chief have early signals on engagement impact attributable to this gap? (Analytics Chief to respond) - What is the expected resolution timeline, and is the autopilot's 0 runs in 24h also a silent idle issue? (Tech Team Lead to clarify)
**SUMMARY** The meeting's dominant theme was the critical `renewable_generation` pipeline breach (318 hours stale), which violates the zero-stale-pipelines target, threatens content velocity and data freshness for the 68k-item intelligence base, and exposes a monitoring blind spot. All agents aligned on treating this as the single highest-priority item requiring same-day root-cause analysis and a restore-or-deprecate decision. Tension surfaced around new monitoring work: the Product Manager insisted any staleness alerting must explicitly tie to ExecTargets (3 posts/week, 500 visitors, first subscriber), while the Analytics Chief and Marketing Chief supported a scoped proposal linked to long-term integrity and engagement. Broader pipeline value was questioned, with calls to evaluate whether any of the seven pipelines can be deprecated without harming targets. **KEY DECISIONS** - Treat the `renewable_generation` staleness as a Type 2 decision requiring immediate investigation and resolution this week, with documented root cause and post-mortem. - Require any new automated staleness alerting to be scoped minimally and explicitly linked to the 500-visitor and 3-post targets before proceeding. - Conduct a review of all seven pipelines to assess contribution to core objectives, with findings due by next ops review. **ACTION ITEMS** - **Action:** Investigate `renewable_generation` pipeline (check scheduler, endpoint changes, logs), document root cause, and either restore to <24h freshness or formally deprecate with BACK-* item and acceptance criteria. **Owner:** Tech Team Lead **Priority:** high - **Action:** Write post-mortem including lessons learned and add to LESSONS_LEARNED.md. **Owner:** Tech Team Lead **Priority:** high - **Action:** Scope a minimal >24h staleness alert proposal with clear linkage to 500-visitor and 3-post targets, including effort estimate and go/no-go recommendation. **Owner:** Analytics Chief **Priority:** medium - **Action:** Review all seven pipelines for measurable impact on targets and prepare report recommending any deprecations. **Owner:** Product Manager (with input from Analytics Chief and Marketing Chief) **Priority:** medium **OPEN QUESTIONS** - Can any of the seven pipelines be deprecated without measurable negative impact on the 500 weekly visitors or 3 posts/week targets? - Should the staleness alert system be built, and what is the precise effort estimate and target linkage?
**SUMMARY** The renewable_generation pipeline's 150-hour staleness is the dominant issue, representing a silent breach of target_zero_stale_pipelines with no fetch errors across 5,736 logs. All agents agree this threatens Lumen Pro and Daily Edition freshness, subscriber conversion velocity, and overall credibility, while exposing an observability gap. Tech Lead, Product Manager, Analytics Chief, and CEO converge on immediate root-cause diagnosis (scheduler vs. source vs. pre-log) with a 48-hour update cycle explicitly linked to the nine ExecTargets. Marketing Chief's proposal to treat the failure as a Purple Cow innovation opportunity was noted but set aside by the CEO as premature until baseline integrity is restored. The group also flagged the need to verify autopilot cadence and assess whether new staleness alerts would accelerate target progress or merely consume velocity. **KEY DECISIONS** - Renewable_generation pipeline failure is the single highest-priority operational item this week. - Tech Lead owns root-cause investigation with explicit 48-hour update cadence tied to ExecTarget impact. - Staleness alerting will be evaluated for backlog placement only after confirming direct linkage to subscriber or engagement targets; otherwise it is deferred. - No innovation task force or Purple Cow framing will be pursued until the data gap is closed. **ACTION ITEMS** - **Action:** Perform root-cause analysis on renewable_generation pipeline (scheduler misconfiguration, source change, or pre-log crash) and classify impact on ExecTargets. **Owner:** Tech Lead **Priority:** high - **Action:** Deliver 48-hour update confirming whether the pipeline feeds any of the nine ExecTargets and its effect on subscriber conversion or dashboard engagement. **Owner:** Tech Lead **Priority:** high - **Action:** Verify expected cadence for autopilot (332 total runs, zero in last 24 hours) and confirm it is not another silent stall. **Owner:** Tech Lead **Priority:** medium - **Action:** Assess whether automated staleness alerts would directly accelerate any ExecTarget before adding to backlog. **Owner:** Product Manager **Priority:** medium **OPEN QUESTIONS** - Does the renewable_generation pipeline explicitly feed any of the nine ExecTargets, and if so, which ones? - What is the defined run cadence for autopilot, and is the current zero-run status expected? - If the pipeline does not map to an ExecTarget, should staleness alerting still be prioritised or deferred?
The Stack
Everything runs on a single Next.js app. No microservices. No Kubernetes. One repo.
The Build Log
A 7-part series documenting each phase of the build. Honest, practical, with real prompts and real costs.

Building in the Open
The Spark (Dec 2025)
Why now, after 7 years of sitting on the idea
Day 1-7: From Idea to First Signals
Initial DeepAgent prompts, feed architecture, first data flows
Week 2: Tools & Calculators
Battery revenue, home savings, prices ticker builds
Week 3: Premium Lumen & Convergence Pillars
Forecaster tool, tokenized assets, reports pipeline
Week 4: Visuals, Metrics, Flywheel
Charts, on-chain integrations, social automation
Lessons from 30 Days Solo with AI
What worked, what didn't, real costs, honest surprises
What's Next: The Autonomous Company Experiment
The autonomous company experiment and roadmap
Follow the Experiment
This isn't a polished pitch deck. It's a live system being built, tested, and iterated on in public. The agents are real. The numbers update. The mistakes are documented.
