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News
Building Structured Inter-Agent Communication: A Practical Guide
1+ day, 3+ hour ago (111+ words) Every multi-agent tutorial shows "Agent A talks to Agent B." None show how to keep that conversation reliable at scale. Every agent in AgentForge declares its input schema: The orchestrator validates before execution. If agent A's output doesn't match agent B's…...
MoE vs Edge AI: They Are Not the Same Thing
2+ day, 4+ hour ago (1078+ words) Recently, I came across an X demo of a 35B language model running on an iPhone using only 1–2.5 GB of peak memory. That sounds strange at first. A 35B model sounds like something that should need a lot of RAM and a…...
Multi-Agent Architecture Adds Coordination Faster Than Capability
4+ day, 7+ hour ago (1237+ words) Compare five agent roles by capability, handoff cost and acceptance evidence. Set a coordination budget before splitting a working agent. Tagged with ai, architecture, programming, discuss....
Batches, and Stopping Without Losing Anything
4+ day, 7+ hour ago (1050+ words) A batch is one executor, one pass, iterations strictly in order - and the boundary where the commit happens. Cut the work into batches and you can drop it at any boundary without reconstructing anything from memory, which matters because the…...
Letting an AI agent follow a relation without widening what it can see
4+ day, 20+ hour ago (619+ words) Once an agent can read a model, it wants the neighbours. Show me the ticket, and its comments, and who wrote them. The naive implementation is ->with($request->get('include')), which is a full database export for anyone who asks…...
Designing Game Wiki Guides Around Dependencies: A Big Ambitions Example
5+ day, 10+ hour ago (301+ words) A player opens a warehouse guide because deliveries are not working. The page explains warehouses,... Tagged with webdev, documentation, ux....
My AI Content Got Flagged as Templated. The Fix Was N-gram Math.
1+ week, 1+ hour ago (687+ words) Google doesn't read your articles. It fingerprints them. Earlier this year, a batch of comparison articles across my B2B sites got hit with the quietest penalty in SEO: nothing at all. Indexed fine, rendered fine, ranked nowhere. Average position 76 across five…...
Prapatti AI: Restoring Digital Independence for the Disabled with Gemini-Powered Navigation
1+ week, 20+ hour ago (677+ words) Modern digital infrastructure is fundamentally broken for millions of people. Despite strict global regulations, 95% to 98% of the world's top websites still fail basic web accessibility standards. For users with visual, motor, or cognitive disabilities, everyday web navigation is full of…...
Architectural Breakdown: Generosity Is a Default Setting
1+ week, 1+ day ago (1117+ words)  # Zero-Data USB Tether Diagnostics: Why 11 Out of 14 Phones Hit 15 Mbps Until I Found One Setting Eleven phones. Fifteen megabits per second. Exactly fifteen. Not fourteen. Not sixteen. The other three hit 106 Mbps for reasons none of the…...
My AI agents don't talk to each other
1+ week, 2+ day ago (900+ words) I run seven agents over the same domain. They have never once sent each other a message. That was not the plan. The plan was the thing everybody builds first: a coordinator that hands work between specialists, agents that call…...