GGary Stafford3d ago · 20 min readSingle-Agent vs. Multi-Agent Reasoning: Accuracy, Latency, and CostAI agents combine reasoning with tools to inspect evidence, perform calculations, and make decisions. The promise of organizing them into teams is better decision-making. Specialists can examine diffe1blog.latentthoughts.com
TTheaicommit3d ago · 9 min read How to Make Your Agent Check the Records It Changed Before It Says DoneEngineer's view. This is an endpoint that returns 200 after writing the wrong value. The handler logged success, and only a look at the row shows the bug. An agent's "done" is that 200: it comes from 12KAtheaicommit.hashnode.dev
VVarun KumawatOct 5 · 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 jodevhubcommunity.hashnode.dev
MMike DarlingtonOct 2 · 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’re32Xblog.darlington.dev
SshkzSep 23 · 7 min readREMN: Persistent State for AI Agents in Offensive SecurityWhen offensive security research runs for several hours, resuming the work is not as simple as reopening the transcript. I need to know which access is still valid, which processes are still running, 14ESBmyhack.tech
AAeon Flex / Splicer ScornSep 17 · 8 min readRansomware Operators Are Using AI Coding Agents NowA ransomware crew used Cursor to write exploit code for ESXi hypervisors this month. Not a hypothetical. Not a tabletop exercise. The Aurora group integrated AI coding agents into active operations anchaincoder.hashnode.dev
LLalit BaggaSep 17 · 7 min readI Deployed My First AgentCore Harness and Asked It About ProductionMy first CloudOps agent gave me the right answer by refusing to answer. I asked: Is production healthy? The agent said it could not verify the current state because it had no access to live infrastrblog.lalitbagga.com
CCX ArtLabSep 9 · 3 min readI built an avatar component for a Grok Bot-like AI app, then realized it could also work as a standalone open-source projectI’m working on a small AI project that’s somewhat similar in spirit to Grok Bot. One of the first things I needed was a character/avatar, so I started there. I ended up spending more time on the avatacxlab.hashnode.dev
AArisynSep 10 · 9 min readFrom Data Permissions to Answer Permissions: Governing AI AnalyticsTraditional data security controls what users can read. AI analytics also needs to consider what users can derive. Imagine a user who cannot access: employee.salary But the same user can access: depa1Aarisyn.hashnode.dev
DDA SEINSep 4 · 12 min readDeepSeek Harness Deep Dive (4): Agent Loop — How One Prompt Turns Into Dozens of ActionsThe previous three articles answered three increasingly concrete questions: Why does an LLM need a Harness at all? Why does DeepSeek Harness make almost everything a Plugin? How does Cordis keep thdaseinsblog.hashnode.dev