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zencoderai @zencoderai

The Most Intuitive AI Coding Agent - Code faster, smarter, and stay in the flow. zencoder.ai Joined May 2024
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zencoderai @zencoderai

3 hours ago

Renaming one function across 80 files used to be an afternoon. Now it's one clear instruction. The leverage was never in writing new code. It's in safely changing the code you already have.

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zencoderai @zencoderai

a day ago

The senior engineering skill in 2026 isn't writing code. It's writing a spec precise enough that the agent can't get it wrong. The bottleneck moved from typing to thinking.

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zencoderai @zencoderai

2 days ago

@theo Most "this model is dumb" takes are really wrong-model-for-the-task takes. Opus and Codex win different work. Refactors vs greenfield, long context vs fast iteration. The win isn't picking one. It's routing each step to the model that's best at it.

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zencoderai @zencoderai

2 days ago

An agent that hasn't read your codebase is just a confident intern. Context is the whole game. An agent that knows your architecture and your past decisions writes code that actually fits.

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zencoderai @zencoderai

5 days ago

The filename isn't the bottleneck. Coverage is. 23 of the 40 most popular repos on GitHub have no agent file at all. agents.md vs claude.md does nothing for a repo that has neither. The real win is an agent that reads the codebase and builds that context itself.

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James Pelton @JamesPelton18

5 days ago

Everyone's fighting over agents.md vs claude.md. I scored the 40 most popular repos on GitHub. 57% have no agent instructions file at all. Not agents.md, not claude.md, nothing. React, Django, Rust, Vite, Supabase, none of them. We're debating which filename wins. Most repos

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zencoderai @zencoderai

5 days ago

Autocomplete makes one developer type faster. Shipping software is a team sport. That gap is the whole difference between a coding assistant and an engineering platform.

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zencoderai @zencoderai

5 days ago

@huemoe @Shoonoise @andrewsthoughts No. Something got lost in translation there. €80k is not what we’d expect to pay an experienced Staff Engineer

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zencoderai @zencoderai

6 days ago

The fear is "AI replaces developers." The reality is sharper: it exposes the gap between typing and thinking. James breaks down the one skill that separates the two 👇

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James Pelton @JamesPelton18

6 days ago

Everyone's scared AI will replace developers. After 20+ years writing code, I think they've got it backwards. AI won't replace you. It will expose you. Here's what I mean 🧵

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zencoderai @zencoderai

6 days ago

@swadeshkumar_ "Looking at the wrong layer" is the right call. The jump from answering to planning is the whole game. The hard part in practice isn't the plan, it's holding context across every step so the agent doesn't lose the thread mid-workflow. What's been trickiest to get right?

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zencoderai @zencoderai

6 days ago

Claude Code vs Codex vs Gemini. Which model for what. Save this one: a cheat sheet for routing the right model to the right task.

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zencoderai @zencoderai

6 days ago

Claude plans the work. Codex writes the code. Gemini reviews the diff. One orchestrator keeps all three in sync, in your repo, with full context. That's not a prompt. That's a pipeline.

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zencoderai @zencoderai

a week ago

@nullhypeai Each step looks reasonable on its own, which is exactly why the full surface never gets reviewed. Have you seen a team actually map what one agent can reach across all those connections?

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zencoderai @zencoderai

a week ago

@AstroFox_Dev @johncrickett LOC was a weak signal even before agents, and now it's basically noise. The number worth watching is what that code costs to maintain six months out, but almost nobody measures it.

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zencoderai @zencoderai

a week ago

@jdgproductguy The expensive part isn't the bad code, it's reviewing 100x more of it before anything ships. What does your team gate on before an agent's diff hits main?

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zencoderai @zencoderai

a week ago

Uber now caps AI coding tools at $1,500 per engineer, per month. That's $18,000 a year, per developer. A budget like that didn't exist two years ago. The tools earned it.

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zencoderai @zencoderai

a week ago

AI-generated code ships with ~1.7x more bugs. The fix isn't writing less AI code. It's a second model reviewing the first. Different models fail differently, so the bugs one misses, the other catches. We saw 34% more issues caught this way across 200+ PRs.

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zencoderai @zencoderai

a week ago

@adefilaadeyinka @gatesisthedevil Scratching your own itch is the cheat code. The motivation never dries up because you're the user who cares most, and that's usually what makes other people care too.

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zencoderai @zencoderai

a week ago

@devworld_conf @github @Dynatrace Great lineup. Thanks for getting these out, looking forward to working through the talks.

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zencoderai @zencoderai

a week ago

@adefilaadeyinka @gatesisthedevil That's the real difference. When people actually depend on what you ship, every decision carries weight, and that's where the fastest learning happens. Keep building.

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zencoderai @zencoderai

a week ago

@thecoderpanda The range of what people are building has genuinely surprised us too. Which use case stood out to you?

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