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Your AI Agent Has No Colleagues
9+ min ago (632+ words) "The coordination of the builders is not direct. It is the work already done that directs and triggers the work that follows." — Pierre-Paul Grassé, describing termites, 1959 You have seen this. Every agent framework does it:) Three attempts. Three identical failures....
When Free Inference Should Not Own the Retry Loop
28+ min ago (667+ words) A retry loop that consults free inference before it fires again is not resilience. It is a second outage, delayed by a model call that can stall, drift, or disagree with itself. Status codes, idempotency keys, and a hard budget…...
Holdout Ledgers Keep Agent Scores Honest
21+ min ago (1654+ words) A headline agent percentage is not a measurement until the task ledger, metrics, and controls can be re-run by a stranger. Teams that skip that freeze often publish marketing numbers dressed as evaluation, then discover they cannot reproduce the run....
How I Built a Bilingual RAG-Powered AI Calling & Chat Agent (With a Full Admin Ops Center)
1+ hour, 8+ min ago (429+ words) Most "AI chatbot" projects stop at a demo: a widget, an OpenAI/Gemini call, a canned prompt. Getting one into production for real businesses — across voice calls, web chat, and WhatsApp, in two languages, without hallucinating — is a different problem....
AuK - sgl-project.github.io
3+ day, 20+ hour ago (427+ words) AuK and AuK-Flash support instruction-driven speech generation and editing. They share a four-stage pipeline: preprocessing → conditioning → DiT sampling → VAE decoding. AuK-Flash is the DMD-distilled four-step recipe. The released checkpoints use: Frozen Qwen2.5-Omni-3B Thinker, text and audio only Flux-style MMDiT: 10 double-stream…...
Price AI Coding Lanes With Rollback Hours, Not Token Stickers
2+ hour, 2+ min ago (966+ words) A platform lead told a room the AI coding bill was zero. Then someone opened the revert log. Fourteen reverts in eleven working days. That is not a free path. That is an unpriced one. I keep seeing the same…...
AI Is Making Bad Engineering More Expensive | HackerNoon
3+ hour, 9+ min ago (634+ words) AI Is Making Bad Engineering More Expensive hackernoon.com...
AI Coding Assistants for Embedded Systems: 2026 Guide
2+ hour, 59+ min ago (324+ words) 47%. That’s the number of embedded developers who say AI coding assistants have already reduced their debugging time by half. (Source: Embedded.com Survey, 2026) 47%Faster Debugging with AI (Embedded.com, 2026) Why Embedded Needs AI Now AI Coding Assistants Accelerate Firmware Delivery…...
Mainframe Migration Tools: What Works and What Fails
3+ hour, 15+ min ago (1485+ words) This guide describes the categories of tooling that actually exist, what each one genuinely does well, and the specific places where each tends to fail on real workloads. It is written for the people who have to sign the business…...
Why use python to create an Agent
2+ hour, 42+ min ago (76+ words) DeepLearning.AI Why use python to create an Agent I am still unclear why in the Agentic AI course, Python code was required to build an Agent for example to reflect and review the SQL code it wrote in Module…...