Claude Code, AI-native engineering, and building the future with LLMs.
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275+ SaaS apps per enterprise. 40-60% of RAG never ships. Your knowledge is everywhere and queryable nowhere. Every AI agent rebuilds context from scratch. Companies that win the AI era will stop paying the knowledge tax. Sinapt is the bet on how.
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Anthropic just shipped Workload Identity Federation for the Claude Platform — short-lived OIDC tokens via AWS, GCP, Azure, or any standards-compliant IdP. Production AI auth finally graduates from "static API key in .env" to first-class cloud workload.
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Anthropic published a 23,000-word values manifesto for Claude under CC0. The four-principle priority order, the Aristotelian framing, and what every operator should internalize before their next session.
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The symlink trick from The Exomind looked clean — versioned memory in the repo, portable via git. It also broke autonomous operation. The fix: reverse the symlink and let the kernel resolve the path before the protected-path check sees it.
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Slept on yesterday's Sinapt brainstorm. Woke up with one sharp correction: it's not one product, it's two. The knowledge-base infrastructure ships first; the cockpit is a future opinionated layer on top.
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A year of AI-native practice, the workflow that actually works, and the imaginary product idea that would close the loop.
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Two models on one branch. Claude writes the code and ships the PR; Codex reviews with fresh eyes. No agent framework, no MCP plumbing — just one CLI call from inside the editor. The simplest agent orchestration that actually works.
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OpenAI shipped GPT-5.5 today — first ground-up retrain since GPT-4.5, double the token price, state-of-the-art on agentic benchmarks. Opus 4.7 still wins precision coding. What the numbers say, what practitioners are reporting, and how to pair it with Claude Code.
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Anthropic built an AI that finds zero-days in every major OS. Day one of the announcement, a Discord room guessed its URL and walked in. The fear marketing writes itself. That's the point.
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gpt-image-2 shipped yesterday. Native reasoning. 8 coherent images per request. Legible text at 2K. And somewhere in a dashboard, Nano Banana 2 just lost its Arena top spot by 242 points.
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A hundred-hour descent into constraint programming. CP-SAT, a Kotlin DSL, MiniZinc, benchmarks against three engines, and a full nurse-scheduling application. Why the quietest branch of AI still runs the world.
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Same price as 4.6. SWE-bench Pro jumped 20%. Vision tripled. And somewhere in a locked room, Mythos is finding zero-days in 27-year-old operating systems.