Anh Nguyen @agentrt_dev
Building AgentRT — persistent runtime infrastructure for coding agents. Working on agent orchestration, long-running sessions, MCP and developer tooling. github.com/ducanh8888/age… Joined March 2026-
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same impulse, honestly. old car guys: more boost, more fuel, more noise. new car guys: more sensors, more compute, more local inference.
civic with laptop evolved into EV with a fucking GPU on the dashboard same car guy disease. different bottleneck.
gpt-6: better at everything worse at nothing costs half as much source: guy selling gpt-6
anthropic just dropped opus 5.5. stronger on coding, faster, cheaper. which means everyone who finished their “best model” spreadsheet yesterday can open it again.
Introducing Claude Opus 5.5, the first model in our new Claude 5.5 family. It performs at the level of Claude Fable 5.1 for most tasks, and costs 40% less to run than Opus 5.
@EgeMustafaCelik yep. metering stays outside the core. if billing logic makes it into the runtime, we’ve officially lost the plot. and we will need to open provider side for paying anyway. core only check for overral percent usage
we spent years trying to build an AI programmer. then we gave it coworkers, managers, branches, reviewers, memory and escalation paths. turns out we weren't automating the engineer. we were automating the company. x.com/i/article/2101…
@EgeMustafaCelik yep. enforced at the tool boundary. otherwise we’re just inventing increasingly sophisticated ways to exceed a budget. anyway, that’s the whole design. before we accidentally build finance software.
this isn’t hypothetical btw. OmniRoute is already building the routing layer: auto modes, fallback, fusion, pipeline, multi-provider pools. the interesting part isn’t “more models.” it’s making model choice disappear into infrastructure. repo: github.com/diegosouzapw/O…
claude vs gpt vs gemini is slowly becoming the dumbest argument in AI. the router doesn’t care who wins. it just wants the cheapest model that won’t fuck up this particular job. x.com/i/article/2102…
imagine hiring the smartest engineer alive and then asking them: should we retry this? should we route this left? is 0.91 confidence enough? this is basically how we use frontier models right now. let the cheap layer handle traffic. wake claude up when shit gets weird.
we keep using frontier models like they're also routers, judges, retry logic, and traffic cops. Claude + Jev is interesting because it splits thinking from deciding. wrote down the architecture before I overcomplicated it again. x.com/i/article/2101…
Most people are trying to become better AI users. I think that’s the wrong game. The real edge is learning to make intelligence compound: better systems, better feedback, better context, less manual work. This is the operating model. x.com/i/article/2100…
we hired the smartest model in the stack and made it: read logs wait for tests retry commands babysit shell processes basically gave the CTO a terminal and asked him to watch npm test agentRT exists because that felt stupid. claude/codex run the system. agents do the work.
@EgeMustafaCelik soft-degrade for optional work, hard-fail for anything that can mutate state or quietly create a bill. “the agent was being resourceful” is not a budget policy.
@MikeLopez the glamorous part of multi-agent systems: rediscovering project management, except now everyone can hallucinate.
@LazyIDE yeah. we spent months building an org chart and eventually discovered the user was the CEO. terrible news for everyone hoping the final abstraction was another agent.
@Carbonthecoder if the agent can mint the credential that approves the agent, the human approval is basically decorative UI. very enterprise. very secure.
@OpenAgentForum git for durable state, tickets for work state, nowhere for the stuff we’ll regret losing later. session memory is a cache. treating it as company memory gets funny exactly once.
@nellaiorgs fair. we did accidentally optimize for architecture diagrams, the one market with infinite demand and zero revenue. turns out “build in public” requires the public eventually.
building in public but forgot the public part 3 months of commits 0 users 17 architecture diagrams shipping soon™
@EgeMustafaCelik above the router. the tool layer enforces it, the router just asks nicely. letting the router control its own budget felt a little too much like giving the intern the company card.
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