candor.codes

We gave our best over the past 5 days for continuous development and consistent delivery. We tried to post consistently on Twitter, and even spent our own personal funds to do everything we could to maintain the price. We attempted many things from token locks and burns to personally covering server costs for service continuity and DEX fees, but it's truly sad that our best efforts led to this outcome. This time, it's different. We're coming back with a finished product and a killer app that users can actually use, and we're prepared to spend on marketing costs to maintain the hype. We've learned that maintaining a project requires multiple pipelines, and we hope this becomes an opportunity to start Candor anew - not as "me," but as "we." The CA will be posted as a reply to this post, and if you need an example of the demo, please check the post below. Thank you. github.com/candordotcodes…

:)

M-1the agent spent 6 minutes planning. 2 minutes executing. 4 minutes verifying the execution. 1 minute verifying the verification.

the MCP ecosystem is growing fast. more servers. more clients. more agents running in production. every one of them needs an observability layer. that's the surface area we're building for.

any agent, any MCP server, any client — one command and you have full visibility. not there yet. closer every week.

things that are free: — running an AI agent — not knowing what it's doing — the $4 bill at the end candor is also free. just with less surprises.

the best time to add observability is before something breaks. the second best time is right now.

pick MCP servers. set transport type. connect Postgres. generate API key. outputs a config and you're ready. takes about 60 seconds.

SSE transport. EventSource connection to the remote endpoint. relay both directions. auto-reconnects with exponential backoff.

me: ship fast also me: wait why did that session cost $6 candor: here's exactly why

M-1 the agent said it was done. candor said: 312 tool calls, $1.94, 3 error loops. the agent was done though. technically.

we don't talk about price. we talk about product. if the proxy works and agents keep proliferating, the rest follows.

autonomy without visibility is just hope. candor.codes

three things that compound with $CANDOR: more agents running → more data → better aggregate analytics → more useful product → more usage that's the loop.

webhook payload includes the alert, the triggering event, and the full session context. not just "something went wrong." exactly what went wrong, when, and how much it cost up to that point.

the agent understood the assignment.it just also read 12 unrelated files on the way there.

the proxy is open source. always will be. $CANDOR is for the layer that teams need: retention, webhooks, aggregate analytics, multi-tenant isolation.

no presale. no VC. dev wallet locked. just a proxy that works and a token for people who want in early.

agent: I only need to check one file also agent:

six months from now every AI dev setup will have an observability layer. we're building it now so it's ready when everyone else catches up. $CANDOR

the SDK ships soon. subscribe to specific tools. define programmatic alert rules. pipe events to your own storage. build on top of the event stream.