AI-native developer tooling / agent workflows

Brad Zhang

Founding engineer and applied AI product builder for devtools, agent systems, workflow reliability, and open-source distribution.

X / @teach_fireworks

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Dispatch Desk

Dispatch Desk

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X posts are normalized into English, routed into articles, long posts or short signals, and indexed as their own SEO pages. Each item also carries graph links back to the broader AI devtool and agent-workflow narrative.

Articles

0

Longer arguments for SEO, durable positioning, and case-study reuse.

Long posts and threads

90

Founder-readable digests for connected technical judgment.

Short signals

12

Fast observations kept compact, searchable, and connected to the graph.

Hot ledger

Heat and traction

Ranked by engagement score

Monthly ledger

May 2026

Defaults to current month, switch by year and month

Feed / mixed layout

The month leads, archive heat cuts through.

The month leads, archive heat cuts through.

The feed is led by the selected month in reverse chronology, with a few archive hot posts inserted to keep the present in dialogue with past traction.

@teach_fireworks / May 4, 2026

@ vista8 hhh awesome👍

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English rewriteagentic devtools
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@ vista8 hhh awesome👍

@ vista8 hhh awesome👍

@teach_fireworks / May 3, 2026

I built fireworks-radio after hitting the same problem too many times: install command:...

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I built fireworks-radio after hitting the same problem too many times: install command: npx skills add yizhiyanhua-ai/fireworks-radio github: https://t.co/zPCP73v65S you want music or a podcast while coding,and somehow end up debugging auth, playback rights, broken sources, or overlapping players.

So this skill stays strict: public sources only, direct playback only, no unnecessary UI, no synthetic filler.

It’s a pragmatic radio layer for coding sessions.

I built fireworks-radio after hitting the same problem too many times: install command: npx skills add yizhiyanhua-ai/fireworks-radio github: https://t.co/zPCP73v65S you want mu...

@teach_fireworks / Apr 10, 2026

Just shipped: fireworks-tech-graph 🔥 Stop writing Mermaid DSL. Stop clicking around ht...

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Just shipped: fireworks-tech-graph 🔥 Stop writing Mermaid DSL.

Stop clicking around https://t.co/Pu1N1Z3H2s.

Just describe your system in plain English → get a publication-ready SVG + PNG diagram in seconds.

8 diagram types.

5 visual styles.

Just shipped: fireworks-tech-graph 🔥 Stop writing Mermaid DSL. Stop clicking around ht... 1

Just shipped: fireworks-tech-graph 🔥 Stop writing Mermaid DSL. Stop clicking around https://t.co/Pu1N1Z3H2s. Just describe your system in plain English → get a publication-read...

@teach_fireworks / May 2, 2026

@emollick hhh , you get it

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Referenced context

(Sorry, after seeing so many of these, could not resist): 🚨 BREAKING: Google just dropped a NEW paper that completely deletes RNNs from existence. No recurrence. No convolution...

@emollickSource

@emollick hhh , you get it

@emollick hhh , you get it

@teach_fireworks / May 2, 2026

@goodhunt congratulations !

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@goodhunt congratulations !

@goodhunt congratulations !

@teach_fireworks / May 2, 2026

@OlivioSarikas @ponzponz15 awesome ! image 2 ➕sd2?

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Referenced context

FULL Prompt & Guide 🔥 THIS is very powerful, but ONLY if you DO THIS⚠️:

@OlivioSarikasSource

@OlivioSarikas @ponzponz15 awesome !

image 2 ➕sd2?

image 2 ➕sd2?

@teach_fireworks / Dec 3, 2025

Prompt: Layout & Quality: Split screen, 2x2 grid collage, 4 distinct panels, 4K resolut...

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Prompt: Layout & Quality: Split screen, 2x2 grid collage, 4 distinct panels, 4K resolution, photorealistic, hyper-detailed, masterpiece, high-fashion editorial photography, cinematic lighting, sharp focus, masterpiece, ultra-detailed, strong contrast, professional photography.

Subject (Consistent across all panels):The specific woman from the uploaded reference images, maintaining her exact facial features, likeness, and hairstyle.

She is wearing the dark-framed sunglasses with yellow tinted lenses from the reference images.

In all panels, she is looking away from the camera, with an elegant and sophisticated atmosphere.

Her appearance must be identical in all four images.

Prompt: Layout & Quality: Split screen, 2x2 grid collage, 4 distinct panels, 4K resolution, photorealistic, hyper-detailed, masterpiece, high-fashion editorial photography, cine...

@teach_fireworks / May 1, 2026

@goodhunt @mranti hhh ,666

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@goodhunt @mranti hhh ,666

@goodhunt @mranti hhh ,666

@teach_fireworks / Dec 5, 2025

Prompt: A 4K resolution, ultra-detailed fashion photograph taken backstage in a profess...

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Prompt: A 4K resolution, ultra-detailed fashion photograph taken backstage in a professional makeup room.

**Crucial Character Consistency:** The character featured is precisely the same person shown in reference images , maintaining consistent facial features, hair style, and body structure across all shots.

The subject is the young Asian woman featured in reference uploaed images, maintaining her exact facial structure and likeness.

She is sitting at a vanity table with bright Hollywood mirror bulbs illuminating her face.

She is holding a cushion compact puff, gently patting her cheek.

Prompt: A 4K resolution, ultra-detailed fashion photograph taken backstage in a professional makeup room. **Crucial Character Consistency:** The character featured is precisely...

@teach_fireworks / Dec 6, 2025

Prompt: 4K hyper-detailed fashion photograph featuring hyper-realistic rendering. **Cru...

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Prompt: 4K hyper-detailed fashion photograph featuring hyper-realistic rendering.

**Crucial Character Consistency:** The character featured is precisely the same person shown in reference images , maintaining consistent facial features, hair style, and body structure across all shots.

{ "core_structure": { "description": "A serene studio portrait of a young East Asian woman wearing a white cheongsam, framed by white and green cluster flowers.", "elements": [ { "object": "Young Woman", "attributes": ["East Asian ethnicity", "smooth dark hair pulled back", "natural minimal makeup", "gentle direct gaze", "elegant posture"] }, { "object": "Attire", "attributes": ["white cheongsam (qipao)", "subtle tonal embroidery patterns", "high mandarin collar", "cap sleeves"] }, { "object": "Botanical Elements", "attributes": ["branches of snowball viburnum or hydrangea", "small white and light green flower clusters", "placed in foreground and right side"] }, { "object": "Background", "attributes": ["neutral beige textured wall", "plain and out of focus"] } ] }, "style_definition": { "primary_style": "photorealistic | studio portrait | contemporary elegance", "rendering_quality": "hyperrealistic | detailed | high-resolution", "surface_textures": ["smooth skin texture", "delicate flower petals", "subtle fabric weave", "matte wall texture"], "lighting": "studio quality | soft diffused light | flattering and even | gentle highlights" }, "technical_specifications": { "camera_settings": { "depth_of_field": "shallow focus on subject's eyes, soft bokeh on background and immediate foreground flowers", "focal_length": "85mm portrait lens", "aperture": "f/2.8", "exposure": "balanced, slightly high-key" }, "resolution": "high definition minimum | professional quality", "rendering": ["anti-aliasing", "very low noise", "natural color palette"], "physics_accuracy": ["realistic fabric drape", "natural gravity on flower stems"] }, "material_properties": { "skin_textures": ["flawless", "smooth", "natural pores visible upon close inspection"], "fabric_details": ["subtle embroidery texture", "realistic drape of silk/cotton blend", "soft folds"], "surfaces": ["matte background", "delicate organic floral structures"], "transparency": ["slight translucency in flower petals against light"] }, "environmental_factors": { "atmosphere": ["serene", "calm", "clean", "elegant"], "time_season": ["indoor studio setting", "timeless"], "particles": ["clean air", "no visible dust"] }, "composition_controls": { "perspective": "eye-level portrait", "framing": "medium shot | rule of thirds (eyes on top third) | flowers framing the right side", "subject_placement": "balanced | slightly off-center to the left to accommodate flowers" }, "quality_keywords": { "include": ["photographic quality", "soft lighting", "elegant", "serene", "high detail", "natural beauty"], "avoid": ["harsh shadows", "oversaturated colors", "digital artifacts", "cluttered background"], "reference": ["professional studio portraiture", "high-end fashion editorial"] } }

Prompt: 4K hyper-detailed fashion photograph featuring hyper-realistic rendering. **Cru... 1

Prompt: 4K hyper-detailed fashion photograph featuring hyper-realistic rendering. **Crucial Character Consistency:** The character featured is precisely the same person shown in...