I market a closed source memory API, and I don't know how devs find tools like this
I do marketing at a very small company with a hosted memory API for AI agents. Mem0 and Zep both...
Tutorials
MCP Registry Diff #1: 4,588 new servers, 197 deprecated — week of Oct 26–Nov 1, 2026
TL;DR 4,588 servers were newly published to the official MCP Registry this week; 197 were...
I’m Building an Autonomous AI Software Engineer in Rust. Here's What Happens Beyond Code Generation.
An AI coding agent shouldn't just generate code. It should understand the task, plan the...
Building Orquest at SharkByte: Turning Career Planning Into an AI-Powered Game 🦈🎮
Building Orquest at SharkByte: Turning Career Planning Into an AI-Powered Game 🦈🎮 ...
Serving Sage-A1.5 on an RTX 4090: one broken flag, one queue, and a self-check mode to measure
Sage-A1.5 ran at about 136 tokens/s on one 24 GB card. The model card's llama.cpp flag fails, and Verification Mode doubled tokens on easy questions.
How we check every hour that our PDF API stores nothing
Every hour, a script sends a document with a unique marker through our public API, then searches...
Sharing Local MCP Tools Between Machines with MCPWire
A teammate’s agent needs to use a tool that already works on your machine, but running it on theirs...
Nobody asked for this
Code got cheap; understanding what's actually needed didn't. The good news: an agent can ask the right question too, once you show it how.
Real faces on Seedance: standard vs ultra-wide, in practice
Answer: Seedance's standard route handles most real-face references — a clean photograph of a person...
How We Built an MCP Server on Our Existing APIs
A production MCP server built by reuse: the same reporting APIs, identity provider, and Kubernetes cluster. OAuth, multi-tenancy, tool design, and performance.
Seedance 2.5 vs 2.0 vs Mini: which tier earns its per-second price
Answer: on Callirra, Seedance 2.0 Mini is 2 credits per output second at 480P ($0.02), Seedance 2.0...
PR Pilot: Putting Multi-Agent AI Code Reviewers Inside Discord
This is a submission for the MLH x DEV Writing Challenge What I Built Every developer...
I Tried to Hack My Own PaaS... Here's What I Found (HYNA-Stage v2.5.0 Security Audit) 🔒🪔
Happy Diwali, everyone! 🪔 I just got back from blasting firecrackers with my brother, grandpa, and...
Catch the Risk Before the First Dose - Building an AI Drug Safety Reviewer That Remembers
💡 In one line: I built TrialSleuth AI, an agent that reviews a new drug before its first human trial...
From ETL Jobs to Agentic Orchestrators
I have spent most of my career on the boring, important part of data work: the pipelines that run at...
Close Enough to Be Wrong: An Adversarial Evaluation of a Semantic Cache
Close Enough to Be Wrong: An Adversarial Evaluation of a Semantic Cache Abstract. Every...
Bio-Sync Operator OS: Real-Time Biometric Swarm Governance with Presage SmartSpectra rPPG
This is a submission for the Presage SmartSpectra SDK Challenge. ⚠️ NON-MEDICAL INFORMATIONAL...
I Built an Open-Source 3D Electronics Simulator That Lets You Control Circuits with AI
What started as a way to teach my son electronics became CircuitLab, a free, open-source platform for...
Inkling 2 Small: A Developer's Checklist Before You Bet a Pipeline on a Model With No Weights Yet
Inkling 2 Small: A Developer's Checklist Before You Bet a Pipeline on a Model With No...
My AI agent got prompt-injected into paying an attacker. Solana said no.
Everyone is giving AI agents wallets. So I built an agent that pays invoices, handed it a wallet, and...
A customer disputed a $312 invoice. Your AI responded 47 times. The dispute got louder.
A commercial cleaning company — 22 people, about 900 recurring accounts — found this one in a...
I let AI agents build and run my T-shirt store from Slack in just 24 hours
Switch Gear: a one-founder store where every department, and the engineering team that built it, is an AI agent working in Slack through Switch.
Hindsight Gave Our Agent Memory. Guardrails Decide When It Listens.
The most important line in our accounts-payable agent is the one that ignores memory. Ledgerwise...
AI Ships Fast, but Focus Drifts
One incident still sticks with me. Our application services have to update a batch of data in shared...