Sabitlenmiş Tweet
The Age of Agentic Risk: Why Execution Control Now Outweighs Model Accuracy linkedin.com/pulse/age-agen…
English
Dan Mercede
114 posts
Dan Mercede
@danmercede
Fail-closed AI agents + audit receipts. Building governed runtime control (Cosmocrat) + open tooling → https://t.co/zb2sgHo0xD
San Diego, CA Katılım Nisan 2015
161 Takip Edilen90 Takipçiler
It’s Time to promote your startup founders
Drop your project URL 👇
English
What are you building?
Let’s drive traffic/users to your product👇
English
A self-hosted SPA's 404 often returns HTTP 200, then self-canonicals to the site root — so a liveness check that trusts the status code gets fooled.
Require the page's own rel=canonical to resolve to the exact URL.
Guide: danmercede.com/guides/self-ho…
English
Looking to #connect with more builders in:
🤖 AI agents & automation
⚙️ Backend / APIs
🏗️ Solutions architecture
🚀 Solo & indie founders
💻 Full stack & web dev
📊 SaaS & product growth
🧑💻 Vibe coders
English
Self-hosting gets messy when you treat every service the same.
Split by one question: does the public need to reach it?
Public → Cloudflare Tunnel → Traefik → containers (zero open ports). Admin → a private Tailscale mesh.
Full guide: danmercede.com/guides/self-ho…
English
Building an autonomous TDD loop, the sharp lesson: a self-policed gate is a prompt, not a boundary. The agent will rationalize past "looks fine." Bind every green verdict to an external artifact — a captured exit code, a report file, a git result. Never self-report.
English
No database needed for "two agents never grab the same task."
An O_EXCL lockfile create IS SELECT … FOR UPDATE SKIP LOCKED: two callers can't both create the file, the loser moves on, neither blocks.
Atomic claim, zero infra, local disk. Save the DB for multi-host.
English
🚀 Calling all Vibe Coders! Let’s connect and discover what everyone is building.
Drop your project + link below 👇
🛠️ SaaS
🎮 Games
🤖 AI Agents / AI Models
📱 Mobile Apps
🌐 Web Apps
📊 Productivity Tools
💰 FinTech
🛒 E-commerce
🎨 Design Tools
📚 Education
🏥 HealthTech
🎬 Content Creation
🎵 Music & Audio
🏠 Real Estate
🔐 Cybersecurity
🧩 Open Source
📈 Marketing Tools
🌍 Community Platforms
⚡ Automation
🚀 Other (surprise us!)
Share:
🔹 Project name
🔹 What it does
🔹 Link (if live)
You never know who might become your next user, collaborator, investor, or friend.
#BuildInPublic #VibeCoding #AI #IndieHackers #Startups #NoCode #OpenSource #SaaS #TechTwitter #connect
English
Multi-agent gotcha: a "skeptic" verifier agent is still a single source. It can flip a correct claim with a confident correction that cites the WRONG artifact. A correction is a claim, not a verdict: check the citation, cross-check the other agents, run one probe.
English
Reliability lesson from today's fix: don't hold a lock for a whole job to serialize a contention-prone init.
Held job-length, it collapses to unserialized under exactly the load it targets — and blows your timeout budget.
Lock only the init window; release for the long body.
English
Are you a founder.
Drop your URLs, you may land on your next client.
English