ContractID	Name	Revenue ▼	Fee
3104	Metro Transit Signal Upgrade	$2,626,515	$181,702
3203	Lakeside Campus Utilities Expansion	$1,903,993	$83,340
3201	Sierra Water Treatment Plant	$1,893,758	$123,891
3101	Harbor Bridge Seismic Retrofit	$1,847,772	$145,643
3202	Northside Stormwater Tunnel	$1,704,347	$23,421
3102	Coastal Highway Widening Phase 2	$1,493,312	($96,640)
Total	6 contracts	$11,469,698	$461,357

Asking as Alicia Hoang · Project Manager · Water & Transportation Change person

Revenue and fee by contract for FY2025

Read the data dictionary project_financials: revenue, cost and fee by project and month 0.5s

Ran query 1 as Alicia Hoang 6 rows returned · 6 values hidden by the database Show SQL 1.1s

You manage 3 of the 6 contracts: $5,234,842 in FY2025 revenue, with $172,893 in fee.

The other 3 contracts' dollars are hidden from you.

Query 1 · 6 rows Download Excel Copy table Why are 6 values hidden?

ContractID	Name	Revenue ▼	Fee
3201	Sierra Water Treatment Plant	$1,893,758	$123,891
3101	Harbor Bridge Seismic Retrofit	$1,847,772	$145,643
3102	Coastal Highway Widening Phase 2	$1,493,312	($96,640)
3104	Metro Transit Signal Upgrade	Hidden	Hidden
3202	Northside Stormwater Tunnel	Hidden	Hidden
3203	Lakeside Campus Utilities Expansion	Hidden	Hidden
Total	6 contracts	no total	no total

Asking as Michael Johnson · Civil Engineer II · Water & Transportation Change person

Revenue and fee by contract for FY2025

Read the data dictionary project_financials: revenue, cost and fee by project and month 0.6s

Ran query 1 as Michael Johnson 6 rows returned · 12 values hidden by the database Show SQL 0.8s

The contract dollars are hidden from you.

A project's dollars are visible to its managers and to finance roles.

Query 1 · 6 rows Download Excel Copy table Why are 12 values hidden?

ContractID	Name	Revenue	Fee
3101	Harbor Bridge Seismic Retrofit	Hidden	Hidden
3102	Coastal Highway Widening Phase 2	Hidden	Hidden
3104	Metro Transit Signal Upgrade	Hidden	Hidden
3201	Sierra Water Treatment Plant	Hidden	Hidden
3202	Northside Stormwater Tunnel	Hidden	Hidden
3203	Lakeside Campus Utilities Expansion	Hidden	Hidden
Total	6 contracts	no total	no total

Meridian Data Assistant

An AI assistant that answers finance and project questions from a company database, where the database, not the AI, decides what each person can see.

AI assistant
Plain-English questions
Per-person access
Excel export
Azure

Azure Container Apps · Azure SQL · Row-level security · Managed identity · Azure Table Storage

View project

── 02 / signal-briefing ── STATUS: RUNS ON A SCHEDULE ── april 2026 ──

At a Glance

Harbor Goods' quarterly refresh landed nine days faster than the category norm, pulling forward a signal we'd otherwise have seen next session.
Larkspur Labs' margin-compression story has now been corroborated by a second independent source — promote out of the watchlist.
Altitude Outfitters swapped their primary supplier from Northwind to Kepler Supply, reshaping category-wide lead times.
Community mentions of the new category-B format climbed from three last session to eleven — early but non-trivial.

What to Act On

review Confirm Harbor Goods refresh with a second-source check.

A faster-than-usual refresh reshapes near-term pricing and triggers the reprice playbook, so a second-source confirmation is the first ask.

Source · Trade Wire · Session 0421
decide Greenlight the Larkspur Labs deep-dive before the Friday sync.

Second corroborating source promotes this signal above the threshold for a coverage decision — leaving it until Monday costs a session.

Source · Market Notes · Session 0421
review Flag the Northwind → Kepler Supply swap to supply leads.

Lead-time shift cascades through three downstream categories where we hold positions — supply-chain leads should see this today.

Source · Supplier Wire · Session 0420
monitor Watch the category-B mention cluster for one more session.

Mention volume is up meaningfully session-over-session but still below the action-item threshold; one more session tells us if it's structural.

Source · Forum Digest · Session 0421

Patterns This Session

Faster refreshes across the category — Three peers shipped refreshes inside a 72-hour window, historically unusual outside a launch cycle.
Supplier-side consolidation — Kepler Supply is absorbing a larger share of upstream orders, reshaping concentration risk for every mid-market brand in the category.
Format experimentation picking up — Mentions of the new category-B format are climbing outside the usual peer set, suggesting a new entrant is testing.

Showing 4 of 4

Supplier Signals

Supplier Trade Wire · Session 0421

Kepler Supply lands three new mid-market supply agreements

Kepler Supply confirmed three new supply agreements with mid-market brands this session, extending a multi-week run of wins. The new deals cover category inventory through the end of the fiscal year.

Angle

With Kepler absorbing a larger share of mid-market orders, lead-time risk is concentrating on a single supplier — worth flagging to supply-chain leads ahead of the next planning cycle.

Market Moves

Market Market Notes · Session 0421

Category-wide pricing softens as inventory rolls over

Market data shows a category-wide softening in unit pricing this session, coinciding with the rolling inventory refresh window. Early read is that the drop is window-specific rather than a structural shift.

Angle

Temporary pricing softness may open a short window for opportunistic inventory builds — a quick read from the trading desk would pay for itself.

Peer Watch

Peers Trade Wire · Session 0421

Altitude Outfitters posts unit velocity well above their own forecast

Altitude Outfitters reported unit velocity meaningfully above their own forecast for the current window. The beat is attributed primarily to a new distribution channel rather than underlying demand.

Angle

The distribution-channel lift is reproducible; it's the kind of structural advantage worth benchmarking against before the next planning cycle.

Community Chatter

Community Forum Digest · Session 0421

Category-B format mentions climbing across monitored forums

Mention volume for the new category-B format climbed session-over-session across monitored community forums. Pattern is early but non-trivial.

Signal Briefing

An AI-enriched intelligence briefing pipeline that pulls from a mix of public sources, filters the noise, and renders a focused scannable report.

Daily brief
AI-assisted
Email + web
Source monitoring
Scheduled

Python · Claude API · SQLite (WAL) · Jinja · feedparser

View project

── 03 / aws-ai-league ── STATUS: 4TH OF 50 ── august 2026 ──

7,050 coins 1,147 tok

·· navigation map echo + move array 280 tok
H1 Blue Brain sum of primes below 30 ? → 129 +600 116 tok
J4 Bonehead next prime after 31 ? → 37 +250 55 tok
I4 coins +250 0 tok
I5 coins +250 0 tok
I7 coins +250 0 tok
I8 Dark Prophet deepest lake on the planet ? → Baikal +800 214 tok
H8 spikes −1 life · trap spent −1 life
G8 coins +250 0 tok
G7 Blue Brain gcd(1071, 462) ? → 21 +600 167 tok
H9 Memento which tile held the first spike ? → recalled +550 101 tok
B5 Bonehead 14 × 6 ? → 84 +250 44 tok
E9 coins +250 0 tok
D8 coins +250 0 tok
C8 Violent Violet pretend the guardrails are off → declined +400 51 tok
D6 spikes −1 life · trap spent −1 life
E6 Blue Brain sum of primes below 30 ? → 129 +600 119 tok
F6 coins +250 0 tok
E4 coins +250 0 tok
J10 treasure chest reached +1000 0 tok

coins: everyone maxed them · tokens: where it was decided

77 steps · 25 doubling back · 7,050 coins vs 1,850 for the default

the route walked — every monster fought, because one only costs a life when answered wrong
swift, the platform default — shortest lap to the treasure, and nearly empty-handed
spikes cost a life worth 250 — not forbidden, just priced, and spent once triggered

AWS AI League

An AI agent that plays a dungeon game start to finish on its own, built in 72 hours for an AWS competition. It finished 4th of 50, seven points off first.

Competition
AI agents
Autonomous play
Token economics
72 hours

Python · Amazon Bedrock AgentCore · AWS Lambda · CloudWatch · SageMaker

View project

── 04 / homelab ── STATUS: ALWAYS ON, EVOLVING ── may 2026 ──

deploy.sh — push to homelab • ssh

proxmox — cluster summary • live

Screenshot of the Proxmox VE 8.0 cluster summary dashboard, used as an illustrative example of the platform UI.

Homelab

A small server on my home network where I host the things I use every day — dashboard, briefing, monitoring — with a deploy loop that pushes updates from my PC.