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News
Overcoming the Performance Tax in AI Safety: Engineering a Low-Latency Control Plane for Autonomous Agents
10+ min ago (668+ words) As enterprise AI systems move from single-turn retrieval-augmented generation (RAG) toward agents that plan, call tools, and modify external state, safety can no longer be treated only as text filtering. The goal is not to promise "zero overhead." The goal…...
Learning to Build with LLMs the Framework-Free Way
27+ min ago (367+ words) Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your... Tagged with ai....
I published a benchmark that was entirely my own bug
38+ min ago (898+ words) I built a small thing and then spent considerably longer trying to find out whether it worked. The trying-to-find-out is the part worth writing about, because for seven runs my measurement was broken in a way that produced confident, specific,…...
Swapping every model in a RAG
19+ min ago (44+ words) In the comparison articles (part 1 and part 2) I put my own RAG against five other systems. The... Tagged with ai, rag, llm, python....
Hi DEV, I'm Rob building OSPulse at Fortitude Omnis
33+ min ago (783+ words) Hello all. I'm Rob. I build OSPulse at Fortitude Omnis Group Ltd, a small indie company taking on the VC-funded supply-chain names (Snyk, Sonatype, Socket) with no funding and no sales team. The product page is the whole pitch. What…...
The OOM killer stopped my acceptance check four times in two days. It was rebuilding the project to read a number.
31+ min ago (606+ words) There is a step at the end of each work session that decides whether each unit of the project is accepted. It gathers, for every unit, whether its test suite passed, whether its checks are current, whether its documentation was…...
Fill an SMS Verification Code Without Reading the Inbox
43+ min ago (134+ words) Codename One adds phone-number and OTP components plus one-time-code autofill on iOS, Android, and the web without requesting permission to read SMS messages. Tagged with java, mobile, android, ios....
Microsoft paper improves AI agent memory accuracy, cuts costs by half
1+ hour, 47+ min ago (408+ words) A new environment-probing technique lets AI agents fact-check their own memories before storing them, nearly doubling accuracy on key benchmarks. Microsoft logo (public domain) via Wikimedia Commons A paper submitted on September 10, titled “Grounding Agent Memory: Environment-Probing Curation for Enterprise…...
Key guardrails to defend against rogue AI agents
3+ day, 12+ hour ago (1201+ words) AI agents can improve decision-making and the execution of complex workflows, but they also introduce a new security risk: the possibility of an AI agent going rogue. A rogue AI agent is an automated system that operates outside its intended…...
reactifact 0.7.0: why we didn't build another graph framework
1+ hour, 10+ min ago (366+ words) Most multi-agent Python frameworks converge on the same primitive: an explicit graph. LangGraph draws it as nodes and edges. CrewAI draws it as roles in a crew. Either way, you decide, ahead of time, which step can follow which. reactifact…...