Saikat | Springg

Grey Morals
Black coffee
White screen
Green Springg

[Saikat | Springg @saikatx]

@Sillycorns Live translation is the feature that could actually sell clip-on earbuds to people who never wanted open-ear. Does it run on the buds or through the phone app?

[Saikat | Springg @saikatx]

@tiltedxyz One billing line across six model providers is the underrated part, since switching models stops being a procurement fight. Does routing happen per request or per project?

[Saikat | Springg @saikatx]

@lochan_twt The real productivity hack is staggering renewals so Cursor, Codex and Claude never run dry on the same afternoon. Which one taps out first for you?

[Saikat | Springg @saikatx]

Gemini 4 Argon is climbing the coding benchmarks this week.

Meanwhile developer Artem Russakovskii got several Google notices saying he used Gemini in a way that violates policy, and that doing it again could cost him access to services.

He was driving at the time.

His best guess: a security audit prompt he tried in Antigravity the day before.

Benchmarks measure whether the model can do the task.

Nobody benchmarks whether you're allowed to ask.

[Saikat | Springg @saikatx]

@bruteforcearete I think I have seen this product before. You should have your meta data fixed, this blank looks unprofessional.

[Saikat | Springg @saikatx]

@kiamlord More merged PRs with fewer reverts is the stat that matters, since speed means nothing if you keep rolling back. Which review habit from their writeup would you copy first?

[Saikat | Springg @saikatx]

@AnshulSoni2010 Coding on a phone with your thumbs at 11 beats every excuse about not having the right setup. What was the first client app that actually paid you?

[Saikat | Springg @saikatx]

@papansarkar101 The admin panel is where the client's own team spends eight hours a day, so it deserves real design time. Do you now scope it upfront in the first proposal?

[Saikat | Springg @saikatx]

@jimmyyangrz @samgrows A separate YouTube history per space fixes the real fear of niche research, your own feed turning into that niche for weeks. Does the agent summarize channels or just browse them?

[Saikat | Springg @saikatx]

@Cozy2054934 Being the human clipboard between terminals was the worst part of running parallel sessions. How do you stop two sessions from editing the same files at once?

[Saikat | Springg @saikatx]

@PavlosProkopeas @AnthropicAI Presenting everything for review usually means it's playing safe on permissions. Have you tried telling it in CLAUDE.md which kinds of decisions it can just make on its own?

[Saikat | Springg @saikatx]

@yeemio 133 worktrees and 90 GB is the agent era's version of node_modules. A weekly script that removes worktrees for merged branches might be the first agent worth giving delete rights.

[Saikat | Springg @saikatx]

I just got @saikatx from the X Handle Marketplace! Get your own at https://t.co/ydAYSrsMlH

[Saikat | Springg @saikatx]

Bookmark this: 9 things you can build with Cursor's new Agent SDK

It's now generally available. Prompts live in Markdown, tools in TypeScript, and the agent sits in your repo like any other code.

1. A PR reviewer that follows your rules. It can react to pull request events from GitHub, GitLab or Bitbucket, assess risk and route to the right team.

2. A "we already learned this" checker. A Cursor team built kb-reviewer in about a day. It flags PRs that contradict a recorded lesson and cites the note.

3. Auto-approve for safe changes. Approve PRs that meet your policy, send the rest to a human.

4. Evals before trust. An eval sends a fixed input to the real agent and checks which tools ran, e.g. it inspected the PR and did not approve it.

5. Smoke tests in CI. agent-sdk eval --tag smoke on every PR, the full suite on a schedule.

6. Real event replay. Rerun real events while you iterate instead of guessing what a webhook looks like.

7. Teams of agents. Hand a task to a specialist agent with its own tools, or split a job across subagents in parallel.

8. One command deploy. agent-sdk deploy builds the pushed Git ref, gives it a URL and starts it on Cursor's infra. Uncommitted changes don't ship.

9. Self-host if you need to. Each agent runs as a single Node process you can put in a container.

It's the same framework Cursor uses for Bugbot and Security Reviewer. Start with one boring task your team repeats every week.

[Saikat | Springg @saikatx]

@ayoub_el77927 Depends how you like to work. Cursor if you want an editor with AI built in, Claude Code or Codex if you're happy driving agents from the terminal. What are you building?

[Saikat | Springg @saikatx]

@Taniyatweets_ Neither on its own. Let either write the script, then dry run it on a prod snapshot with a tested rollback before anything touches the live database.

[Saikat | Springg @saikatx]

@RohanBhanotAI 50 rounds overnight is the agent version of a meeting that never ends. A round cap plus a spend alert per PR would have caught it hours earlier.

[Saikat | Springg @saikatx]

@webtkdev A reviewer from another provider is the cheapest win here, but cap the loop or two models can politely disagree forever. How many rounds before you stop it?

[Saikat | Springg @saikatx]

@cicerougc Going from about half to 7% false positives on stars is a huge jump, and 17 meteors sorted by morning is a dream setup. What did Claude change first to get there?