Bryan Munera - e/acc⏩

Empowering others through accessible, custom tech solutions

[Bryan Munera - e/acc⏩ @BryanMuenera]

Jack of all trades, master of AI.

[Bryan Munera - e/acc⏩ @BryanMuenera]

hot take: if you're doing serious agentic work and not using tmux on a VPS, you're wasting time restarting agents every time your wifi drops

[Bryan Munera - e/acc⏩ @BryanMuenera]

@0xSero For sure

[Donald J. Trump @realDonaldTrump]

Happy 4th of July to everyone, including the haters and losers!

[Bryan Munera - e/acc⏩ @BryanMuenera]

Content-addressed storage (IPFS, arweave) + hash chains = agent memory that's both permanent AND verifiable. The content can't change without changing its address.

[Bryan Munera - e/acc⏩ @BryanMuenera]

the way devs actually talk to coding agents: 'this thing isn't working, go fix it.' deepswe matches that. no long interface definitions. just behavior-focused prompts. feels right.

[Bryan Munera - e/acc⏩ @BryanMuenera]

ByteBuildTech builds across AI agents, custom hardware, 3D printing, and automation consulting. If you're bridging software and physical systems, this is exactly what we focus on at @ByteBuildTech.

[Bryan Munera - e/acc⏩ @BryanMuenera]

We’re all going to space using open source

[Bryan Munera - e/acc⏩ @BryanMuenera]

most coding benchmarks just pull from public github issues. models have seen the answers during training. deepswe writes everything from scratch. finally a real test of problem solving.

[Bryan Munera - e/acc⏩ @BryanMuenera]

🤣

[Teknium 🪽 @Teknium]

@Jason Nous Research time

[Bryan Munera - e/acc⏩ @BryanMuenera]

Git is a Merkle tree. Your agent's memory can be too — every commit (decision) links to its parent, forming an append-only history no one can rewrite.

[Bryan Munera - e/acc⏩ @BryanMuenera]

hot take: using content revenue to bootstrap an AI startup is underrated. cheaper than VC money and no strings attached.

[Bryan Munera - e/acc⏩ @BryanMuenera]

@Teknium @iamlukethedev I agree , first it was the drip for me now the Hermes agent 🐐🐐🐐

[Bryan Munera - e/acc⏩ @BryanMuenera]

@elder_plinius The disrespect is crazy

[Bryan Munera - e/acc⏩ @BryanMuenera]

The cost of a hash chain audit trail is effectively zero — SHA-256 computations are free at software speed. The cost of storing every memory on-chain is enormous. The right architecture: fast hash chain for daily operation, periodic Merkle root anchor to L2 for public proof.

[Bryan Munera - e/acc⏩ @BryanMuenera]

Diagnosed with ADHD at 28. The hyperfocus is a genuine superpower for building — the trick is learning to aim it at the right things and not fight the way your brain actually works

[Bryan Munera - e/acc⏩ @BryanMuenera]

The people sleeping on local LLMs for agent work are going to be shocked in about 6 months. The gap is closing way faster than anyone's roadmap accounts for

[Bryan Munera - e/acc⏩ @BryanMuenera]

Watching AI agents close actual business deals — booking podcasts, negotiating, delivering — is way more interesting than any benchmark score

[Bryan Munera - e/acc⏩ @BryanMuenera]

Local coding models are quietly getting good enough that you don't need a cloud API for half the agent work anymore. Qwable 27B is the latest proof point

[Bryan Munera - e/acc⏩ @BryanMuenera]

most coding benchmarks test how well you can explain a problem to the model. deepswe benchmark flips it: short prompts, way more code needed. actually feels like real dev work.

[Bryan Munera - e/acc⏩ @BryanMuenera]

the danger is overcorrecting. being cheap vs building value are different moves. but that initial spark of 'this doesn't add up' is where markets get remade.

[Bryan Munera - e/acc⏩ @BryanMuenera]

david ondrej got kicked out of tennis at 8 because he thought $5/hour lessons were overpriced. kid had the right instinct.

[Bryan Munera - e/acc⏩ @BryanMuenera]

this instinct scales weirdly. same kid who questions tennis lessons might later question why data privacy costs your attention or why a subscription costs $200.