TWTang Weigangindoramagic.hashnode.dev·14m ago · 7 min readBefore Adopting OpenAI Agents SDK, Write the Runtime Contract FirstOpenAI Agents SDK is easy to misread as a faster way to build "more agents." That is the shallow interpretation. The more useful reason to evaluate it is that it puts agents, tools, handoffs, guardrai00
CDCHIRANJEEVI DRONAMRAJUinchiranjeevidronamraju.hashnode.dev·1d ago · 3 min readWhat is J-Space? The Hidden Thinking Layer Inside Claude That Nobody ProgrammedAnthropic recently published a research paper revealing something unexpected about Claude. Their AI model has developed an internal mental workspace that nobody designed or programmed into it. They ca00
SStructureIntelligenceinsettlemesh-notes.hashnode.dev·1d ago · 4 min readClaude Sonnet 5 Makes Agent Apps Easier to Build. It Does Not Remove the Launch Ledger.Claude Sonnet 5 is a strong topic for developer SEO right now because it has real search demand and a direct connection to Claude Code. That matters for SettleMesh because Claude Code users are not ju00
PPairoainpairoa.hashnode.dev·1d ago · 9 min readYour AI Agent Can Ship Code. It Still Needs to Find Demand.AI builders are getting a strange new problem. The coding part is becoming less lonely. A good agent can inspect a repository, read current docs, open a browser, run tests, summarize logs, and help mo00
SSShaya Shavivinshaya-shaviv.hashnode.dev·1d ago · 5 min readgit stash for your Claude Code context (340k → 133k tokens)My long Claude Code sessions all follow the same arc. They start sharp: I explain the architecture once, decisions pile up, and before I know it the model holds the codebase and the exact shape of the00
CSChris Sheridaninhalosecurityhasnodedev.hashnode.dev·1d ago · 3 min readThe Bug That Made My Pentesting Agent Give Up The symptom I was testing a tool — httpx, used for HTTP probing — standalone from the terminal. Worked fine. Ran it through the full agent loop against the same target. The agent refused to even try i02C
SDStanislav Deviatovinstn1slv.hashnode.dev·1d ago · 17 min readIntegration Digest for June 202Articles 🔍 4 Rules to Build an Efficient MCP Server Concrete design rules for MCP servers that treat the server as a user interface for an LLM rather than a thin API proxy. It recommends designing to00
DPDivyam Patroinblog.divyampatro.dev·2d ago · 11 min readClearCode Part 3: Memory, Agent Reasoning, Skills, and MCPWhere Part 2 left us Part 2 built the context layer: AST-aware indexing with tree-sitter across 15 languages, three retrieval backends switchable via a single config field, and honest documented limit00
CRChiranjeevi Rinbuildwithchiru.hashnode.dev·2d ago · 3 min readBuilding Intelligent AI Workflows with Model Context Protocol (MCP) Building Intelligent AI Workflows with Model Context Protocol (MCP) AI Engineering 101 — Part 1 Welcome to the first article in my AI Engineering 101 series, where I'll document everything I learn w00
ABAyush Bhagatinayushbhagat.hashnode.dev·2d ago · 10 min readHow I Built an AI-Agent Editable Portfolio Using TanStack Start, Better-Auth, and HTTP Model Context Protocol (MCP)As software engineers, our portfolios are our digital handshakes. But let's face it: keeping a portfolio updated with new projects, recent articles, and updated bio copy is a chore we constantly delay00