VKVarun Kumawatindevhubcommunity.hashnode.dev·1h ago · 15 min readBuilding a Voice-Based AI Interview Coach: Inside myvoiceai and the GetHired AI InterviewIntroduction I built myvoiceai because I wanted a feature on my job board, GetHired, that I could not build well with a text box: an AI interview you speak with out loud. GetHired is an open-source jo00
GPGayatri Panseingradientdecent.hashnode.dev·1d ago · 3 min readEpoch 0: Initializing the WeightsEvery model learns the same way: take a small step, check how wrong you were, adjust, repeat. No single gradient update is impressive on its own. Stack enough of them together, though, and something u00
SPSiddhesh Prabhugaonkarinazureauthority.in·1d ago · 17 min readTracing the Lineage: From IBM Field Engineers to the Modern FDEExecutive Summary: The Forward Deployed Engineer (FDE) is often portrayed as a new, Palantir-coined role – but it actually emerges from decades of field-engineering traditions. In early enterprise com00
MDMike Darlingtoninblog.darlington.dev·3d ago · 6 min readBetter models won’t fix a broken harnessAt the latest AAIF London event, five talks approached the same question from different parts of the stack: how do you actually make an agent better? I was there to present fx, the agent harness we’re32X
PGPrasad Ginprasadprechu.hashnode.dev·3d ago · 5 min readWhy LLM Agents Need a New Security Layer: Understanding AI-Native FirewallingAI applications are changing from systems that simply generate responses into systems that can take actions. An LLM-powered application can retrieve information, call APIs, interact with tools, access00
SDSynfinity Dynamics Pvt Ltdinsynfinitydynamics.hashnode.dev·3d ago · 4 min readHow Does Agentic AI Work? The Agent Loop Explained for DevelopersMost AI tools answer once and stop. Agentic AI keeps going until the job is done. How does agentic AI work? Agentic AI works by running a large language model (LLM) in a loop: it receives a goal, plan00
PYPrakhar Yadavinprakhar.hashnode.dev·3d ago · 8 min readI Gave 4 AI Models the Same Agent Skill. Here's What HappenedI've been experimenting with video generation workflows lately, specifically with how different AI models behave when they're given the same tools, environment, and instructions. So I decided to run a00
Mminixspaceinminix.hashnode.dev·3d ago · 14 min readDiary of a Shrimp Keeper: Band of Brothers-- Putting a squad together inside opencode "We few, we happy few, we band of brothers; For he to-day that sheds his blood with me Shall be my brother." Stirring stuff. Brothers-in-arms, shoulder to 00
DWDarien Williamsindarien-ai.hashnode.dev·4d ago · 5 min readBuilding Reliable AI Agents: From RAG to Tool Calling in ProductionBuilding an AI agent that works in a demo is relatively easy. Building one that I would trust inside a production application is a very different engineering problem. In my experience working with LLM01A
XAXccelera AIinxccelera.hashnode.dev·4d ago · 7 min readPrompt Chains Worked. Until They Didn't: Why Engineering Teams Are Moving to Agent SystemsTeams that built their first artificial intelligence (AI) features as chains of large language model (LLM) calls now hit a wall. Prompt chaining vs AI agents is a production question, not a research d00
