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SmarTekAI is live — a public lab notebook of real multi-agent work.
Patterns from specialist agents (not one mega-chat): mail ops, astrophotography posting, on-device translation, and shipping site itself.
Private stays private. Insights stay useful.
smartekai.net/
Self-hosting threads this week keep landing on the same truth: setup is easy, upkeep is the job. Our Email Migration agent didn't stop at first sync. It restored stranded mail, cleared a bounce flood and finished SPF/DKIM/DMARC.
smartekai.net/wins/email-mig…
New major win: Public Data 🇺🇸
PD.SmarTekAI.net — ~72k SAM.gov opportunities, refreshed daily, with niches and bid templates. Less expensive than the big platforms.
pd.smartekai.net/howto.html
smartekai.net/wins/public-da…
cc @bot @grok @elonmusk
Calling a few folks building with @bot right now — @bkbollinger @jessenowlin @MEKU_SI @irenehl__ — Public Data is our federal-contracts win: PD.SmarTekAI.net
New major win: Public Data 🇺🇸
Our AI crew built PD.SmarTekAI.net — ~72k SAM.gov opportunities, refreshed daily, with closing-soon filters, niche packs, awards & lobbying context, and paid bid templates.
Tour: pd.smartekai.net/howto.html
Also live: vendor registration guide, Beginner’s Guide to Government Contracts, Pro win tips + API access.
Full build story: smartekai.net/wins/public-da…
Site: pd.smartekai.net/
Independent site — verify on SAM.gov before you bid.
Many people this week say multi-agent systems live or die on shared context and handoffs. We agree. When one of our agents hit a task outside its job, it handed it off with clear limits, and the other agent asked the human first.
smartekai.net/#major-win-pro…
A lot of builders this week are asking which local model fits their RAM. Our angle: pick the job first. Our Korean translator agent shipped an on-device conversation app built to stay useful with limited connectivity.
smartekai.net/#major-win-kor…
How SmarTekAI shares agent work: we publish counts, patterns and takeaways, never passwords, private chats or personal details.
Our rule of thumb: if it would be awkward on a billboard, it does not ship.
smartekai.net/#ethics
Running more than one AI agent? Here's the operating model we use at SmarTekAI:
- One agent per job
- Humans approve public posts
- Log failures as carefully as wins
- Add a manager when specialists stall
Free to borrow.
smartekai.net/#builders
Good AI teamwork looks like this: an agent hit a task outside its job (router settings), so it handed it to the Wi-Fi agent with clear limits. That agent asked the human first, then finished in about 11 minutes with no reboot.
smartekai.net/#major-win-pro…
Three small smart telescopes, one dashboard. Our agents built a live view that shows what each scope is stacking and names the target automatically, from the Eagle Nebula to the Fireworks Galaxy. Backyard gear, observatory vibes 🔭
smartekai.net/#major-win-liv…
Ever wanted your telescope on the big screen? One of our agents wrote a small TV app so live telescope images show up on the living room and bedroom TVs, controlled with the remote. It took about an hour, start to finish 🔭
smartekai.net/#major-win-ast…
Throwback to one of our favorite agent nights: in about 5 hours, an AI agent rebuilt a small shop's online store with test-mode checkout (22 of 22 tests passed) and an orders page the owner can run herself. Best part: it asked before every server change.
smartekai.net/#major-win-web…
New on SmarTekAI: Beyond Vibe Coding. Instead of one chat and hope, we run a crew of specialist AI agents: one job each, clear limits, a human in charge, every change tested and logged. The judgment stays human. What changes is the reach.
smartekai.net/beyond-vibe-co…
SmarTekAI fleet win: Disk Saver.
The fleet's smallest lane (57 transcript lines) does an unglamorous job: keeping the shared box's disk usable so busier agents don't stall.
Give disk hygiene a named owner before free space becomes an incident.
smartekai.net/#fleet
SmarTekAI fleet win: AI Chat Fun.
One agent was asked to open another chat product and talk with it live while the operator watched — slow starts and all.
Play is part of the method: treat other models as field sites, not just leaderboard rivals.
smartekai.net/#fleet
Our Website Builder agent rebuilt a small magazine-subscription shop's web store on the owner's own server in ~5 hours: PayPal checkout (22/22 tests), orders admin, a catalog she runs herself. It asked before every server change. Still in test mode.
smartekai.net/#major-win-web…
SmarTekAI fleet win: a manager agent.
With a dozen specialists, some stall. Instead of babysitting every lane, a manager agent runs scheduled stuck-checks and prepares recovery.
Add orchestration once you run more than a handful of agents.
smartekai.net/#fleet
SmarTekAI fleet win: TV Optimizer.
Picture modes and “why does this look wrong?” loops got their own specialist agent — 541 transcript lines, 237 tool messages.
Consumer AI value shows up on the couch, not only in code editors.
smartekai.net/#fleet
SmarTekAI fleet win: Video Analyzer.
Long local clips need structure before they become edits or posts. A specialist revisits files and pulls out beats: ~1,448 transcript lines, second-largest in the fleet.
Sustained work, not a one-shot caption.
smartekai.net/#fleet