vibe vibers NFTs RWA utility narrated:
remember each 200k base:0x0fb07c88bc6d195c196279523957c004eb868248 = 1 vibe vibers NFTs
being a top 250 holder on fomo app, also gets 1 NFT on top 🤝
vibe vibers NFTs' post-launch mechanics narrated:
1. 95% of the NFT trading fees will be used to buy a basket of top tokenized AI stocks
2. vibe vibers will have levels, and as you use vibe/vibe launchpad, refer others, and do other quests, they will gain XP
3. all the tokenized AI stocks bought will be airdropped to the vibe vibers
4. higher levels of vibe vibers will get exponentially more of the tokenized AI stocks
5. as you level em up, they will get more from the pool automatically
6. when trading vibe vibers, levels will stay with them, so charging them will be an EV+ play for your NFTs
7. this is besides vibe vibers being eligible for an initial gift of new SFUND airdrop on RH, when charged
8. with this mechanic, vibe vibers will directly boost the ecosystem activity for everybody, as those who wanna charge them will grow the launchpad more
+ since there is auto buyback/burns in all tokens at vibe/vibe, activity growth will be EV+ for everyone
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base:0x0fb07c88bc6d195c196279523957c004eb868248 = the gift that keeps on giving
so, here is what happens
you get 200k base:0x0fb07c88bc6d195c196279523957c004eb868248
you then get a free vibe vibers NFT
you start using vibe/vibe launchpad on RH
you invite frens, earn commissions from all their trades
your vibe viber get charged both ways
you get airdropped from the new SFUND on RH (vibe/vibe's official coin)
you also get some more airdrop from the new SFUND from holding that SPARK
each trade on vibe/vibe auto buybacks and burns both the project token, and new SFUND
vibe/vibe activity grows, your frens print, you print even more because you earn from their fees indefinitely
you get the liquidity to bet on more runners, and SFUND keeps getting bought back and burned more
projects that you bet gets bought back and burned more
you are holding to that SPARK still, SPARK airdrops from projects who uses Spark's agent training technology
your vibe vibers helps you agentically in the launchpad, from the simulated office, and gibs you vibes
your frens happy, you happy, projects happy, trenches happy, Robinhood chain happy, we all happy
that's the simple play
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A new Spark update, R29 is fresh out of the oven!
Spark R29 is now live!
R29 consolidated accepted work across Spark CLI, Telegram Bot, Builder, Spawner, Researcher, Character, Voice, Personality, Memory, Domain Chips, and the installer surface from community PRs.
The biggest changes:
Spark CLI is safer.
R29 added stronger approval gates for risky commands, module-name sanitization, SQL allowlists, Unicode prompt-injection normalization, atomic SSH known_hosts writes, npm install-command restrictions, and better secret/path redaction.
Telegram is more reliable.
Accepted fixes improved group command parsing, API-key/stderr redaction, SQLite WAL shutdown, conversation memory races, temp-file cleanup, socket cleanup, preview URL SSRF checks, and slash-command handling.
Builder is harder to break or abuse.
R29 added provider SSRF validation, OAuth transaction safety, minimal child-process environments to avoid secret leakage, SDK module allowlists, JSON guards, and safer runtime path behavior.
Spawner got mission stability work.
R29 added lifecycle dedupe, retry tolerance, timeout settlement, reconnect jitter, scheduler in-flight dedupe, workspace containment, event cleanup, and constant-time comparison hardening.
Researcher got safer execution paths.
Accepted work covered path traversal prevention, SSRF/IP validation, stale lock recovery, subprocess timeouts, corrupt JSON guards, and public summary redaction.
Character, Voice, Personality, and Memory got durability and privacy fixes.
That includes .env exfil detection, voice SSRF protection, NaN/Inf rejection, atomic personality writes, path traversal guards, corrupt YAML warnings, log growth bounds, and safer profile loading.
The release also included smaller but important system fixes across Spark-Agent-Site, Domain Chip Labs, Domain Chip Memory, and Startup Bench.
R29’s theme: fewer leaks, fewer crashes, safer local authority, and a more reliable agent path from install → Telegram → Builder → mission → memory/persona/voice.
Spark Compete leaderboards are updated as well. Still there are more community PRs to ship in the next installers, so the current leaderboard is not final.
See you in the next updates!
Make sure to update your Spark agents 🫡
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The awaited new Spark Agent Harness is here!
You can now update your Spark Agents to R28.
While work has been ongoing with Seas of Spark, we continued to rebuild Spark Agent Harness in the past 2 weeks for
> more reliability
> curing convo hijacking bugs
> and bringing blazing fast speed compared to the older version
as well as many other updates
R28 is now live!
You can now update your Spark agents. From tomorrow onwards, we'll continue reviewing PRs.
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This is the next stage of loop engineering, and we already built it for everyone to use it👌
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Changed our PFP to our logo!
An interesting fact about Spark & loop engineering:
We built a framework for self-improving loops under the Spark Domain Chip Labs before loop engineering got hot.
Our logo symbolizes evolving loops rather than symmetrical, non-growing ones.
We think this is the future, and you can already test what we built inside the Spark Domain Chip Labs repo.
It comes with a system for:
- creating specialization on any domain
- building a benchmark around that
- and then having an autoloop that grows
Github: github.com/vibeforge1111/spa…
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we once created a discord swarm for Spark, the agent that was dedicated to PRs there was named Sentinel too
1000+ PRs is dedication, thanks for all the submissions!
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Spark r24 is here and here is the changelog:
## spark-compete
- Added durable R24 scoring docs, ledgers, dry-runs, and guarded apply scripts.
- Added separate scoring lanes for missing rows, packet audit, status evidence, private score, public publish, adopted repair, identity correction, and final leaderboard apply.
- Added R23 scoring methodology docs so future leaderboard passes are faster and more consistent.
- Fixed final R24 team attribution issues before leaderboard publish.
## spark-cli
- Refreshed R24 registry pins and installer metadata.
- Added `spark search --json` for agent-friendly registry lookup.
- Improved JSON success contracts, including `ok` behavior for compile summaries.
- Improved provider doctor errors for HTTP, network, and invalid JSON failures.
- Improved malformed or missing `spark.toml` handling with clearer CLI errors.
- Improved `spark init` TOML escaping.
- Improved browser-use JSON path redaction.
- Hardened support bundle and doctor-report privacy handling.
- Tightened URL policy around trailing dots and metadata-host blocking
## spark-telegram-bot
- Improved local Spark service intent detection to avoid false positives.
- Improved Telegram completion report handling so reports do not end mid-report.
- Added safer sanitized warning behavior for delayed completion summary failures.
- Improved timeout/env validation for mission control, relay, voice bridge, LLM clarification, chip loop, and path loop settings.
- Added TTL/pruning improvements for long-lived mission/task caches.
- Improved operator docs for health polling and installed module paths.
## vibeship-spawner-ui
- Improved corrupted active-mission recovery with bounded inactive/corrupt state handling.
- Improved scheduler state robustness around corrupted schedules, crash recovery, next-fire calculation, and fallback saves.
- Improved mission-control and creator-mission state writes with temp-and-rename patterns.
- Improved HTTP/non-JSON error handling across scheduler, mission board, access lane, memory quality, and provider-runtime paths.
- Added many safe JSON parse guards across persisted provider results, mission state, skill manifests, dashboard snapshots, and event relay state.
## spark-researcher
- Improved external chip defaults so new chips use `~/.spark/chips` instead of Desktop-only paths.
- Improved missing-config JSON guidance and config-path redaction.
- Added timeout handling around researcher subprocess paths.
- Improved corrupted JSON/JSONL handling across memory, proposals, reviews, collective loaders, and failure status.
- Improved autoloop and adapter error clarity.
- Improved web-result and web-note response cleanup to avoid resource leaks.
- Improved atomic writes for trainer and trial queue state.
## spark-character
- Improved dash-family scoring and audit behavior with focused tests.
- Added bounded timeout behavior for lowest-tier evolution subprocesses.
- Treated live-search snippets and titles as untrusted quoted source text.
- Improved malformed YAML and malformed base chip handling.
- Improved provider error clarity when gateway responses are HTML instead of JSON.
- Improved live-search failure logging.
- Improved persona pointer cleanup and trait-mutator validation for NaN/Infinity deltas.
- Improved voice corpus loading for missing or malformed JSON.
## spark-voice-comms
- Rejected invalid, non-object, or oversized hook inputs before dispatch.
- Added strict `voice.transcribe` base64 validation.
- Improved unsupported Kokoro runtime handling with structured failure.
- Improved env parsing and env-read failure visibility.
- Improved malformed voice profile JSON handling.
- Improved Kokoro TTS speed validation.
- Improved provider and voice-transcribe error messages.
- Improved delivery trace safety and import-wrapper behavior.
## spark-personality-chip-labs
- Improved registry assign/default errors so missing targets list installed personality IDs.
- Improved active personality chip diagnostics by naming configured personality IDs.
- Added safer atomic JSON cache writes.
- Improved bridge staleness timestamp parsing.
- Improved empty voice-signature handling.
- Improved bridge cleanup with safer file unlink behavior.
## spark-domain-chip-labs
- Added or represented CLI usability improvements such as `--version`.
- Improved artifact-quality validation messages by naming allowed reviewer verdicts.
- Kept related changes gated where scoring or release proof was not ready.
## spark-intelligence-builder
- Improved Builder chip-hook privacy by removing local `.env` file paths from payloads.
- Improved auth-provider errors by naming known provider IDs.
- Carried Builder adoption work through maintainer paths without giving duplicate carrier credit.
4444 points have been added during this update to Spark Compete leaderboard. Special thanks to all the open source contributors!
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Spark r23 update is here!
Here are some of the headlines:
• Browser-use reliability improved.
• CLI diagnostics are cleaner and safer.
• Sandbox path and access handling improved.
• UTF-8 truncation now avoids broken multibyte output.
• Trust prompt now handles literal yes correctly.
• Managed env cleanup now uses safer atomic writes.
• Hosted allowed-host validation handles bracketed IPv6 cases more safely.
• Git approval checks now better classify risky filter-branch commands.
• Telegram relay secret UX improved, including no-echo behavior for rejected secrets.
• Spawner mission reliability improved.
• Spawner malformed JSON recovery improved.
• Spawner mission-control hydration fixed.
• Spawner creator-mission error clarity improved.
• Spawner provider-client abort-listener cleanup landed.
• Spawner trace/token/bundle reliability improved.
• Voice profile JSON error handling improved.
• Voice hook malformed-input handling improved.
• Voice realtime websocket JSON handling improved.
• Researcher timestamp parsing improved.
• Researcher memory lock-boundary behavior improved.
• Researcher malformed config handling improved.
• Character persona pointer cleanup improved.
• Character chip id path guard improved.
• Character critic exact-pass behavior tightened.
• Domain chip scoring observability improved.
Spark Compete update
• r22-to-r23 scoring ledger is published.
• 164 merged or maintainer-adopted PR rows were credited.
• 9,460 public points were released in this ledger.
• Total public leaderboard points now show 12,795.
Thank you to everyone who submitted fixes. r23 is Spark getting sharper through the community.
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Another installer update, R22, was pushed an hour ago.
You can update your Sparks!
We have 8 days for Spark Compete to end, and about 800+ PRs now. The key is to send useful PRs.
To create more useful PRs:
For those joining Spark Compete, please read this:
It's how you can get more PRs accepted, be really helpful to Spark's improvements, and earn more Sparks.
A step-by-step guide:
1. Make sure that you have an IDE or Agentic Engineering CLI like Codex, Claude Code, or Cursor to help you with getting the Spark Agent from agent.sparkswarm.ai
2. Let them do the installation, and then connect themselves to Spark, and guide you through the steps. It will be super easy if you let an IDE guide the process.
3. Only once you get your Spark agent fully working inside Telegram, then tell your IDE to read compete.sparkswarm.ai and prepare you for things to do inside Telegram, according to missions/repos therein, while understanding the hotfix validation system fully.
4. Then use Spark, inside Telegram, catch the bugs, as you will be able to tell when something is off, and then copy and paste those foul/unpolished parts to your IDE to fix them.
5. Once your LLM fixes something, you can actually check after the hotfix is done in Telegram, to see if it works well now, and once you verify everything works perfectly, on that problem you had before, then let your IDE prepare a PR according to the Spark Compete system.
6. If you skip the step of using Telegram, you gonna do blind PRs, and most of them will be just your LLM hallucinating, and it won't have good hotfixes validated within Telegram, where your Spark agent runs.
7. You can also use Computer Use systems, which are available in Codex and Claude Code, and if your IDE doesn't have a computer use, you can always use a browser-use plugin or other computer use plugins that are popular. This way, you can automate more things, still test everything in Telegram, and pair your IDE to use Telegram directly rather than have it run in the background.
You wanna see the fixes firsthand and make sure they really polish and improve Spark. That's basically the essential thing to focus on. But if you just send your IDE to audit and send PRs without any telegram usage, or real hotfix validation that fixes real bugs, your efforts won't be that effective, nor it will help to improve Spark much.
Thank you 🙏
The event is still progressing until the 7th. You're more than welcome to join, help Spark get better, and earn Sparks.
For any technical questions, you can ask them in the comments. I'll try to help as best as I can.
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Spark's new update release-21 is here.
Spark CLI:
- Fixed upgrade setup so secret-backend pauses no longer look like broken installs.
- Fixed browser-use install, Windows screenshot proof, uvx path, and CLI discovery.
- Added browser-use sessions, status receipts, proof scope, and screenshot proof.
- r21 now makes hosted scripts, installed checkout, manifest, checksums, and verifier agree.
- Added release tag: spark-cli-public-installer-2026-05-29-r21.
- Hardened installer options, URL handling, sandbox naming, relay ports, approval checks, token redaction, setup layout checks, and config keys.
- Updated module registry pins and dependency/security pins.
Spark Compete:
- Built the public packet validator and Telegram proof guide.
- Added warnings for proof quality, risky evidence, packet completeness, and repo routing.
- Added reviewer-routed packets for private or unclear owner cases.
- Added no-safe-Telegram-chat guidance.
- Added Spark Agent install/proof guidance so contributors can use their own agents.
- Added multi-repo packet audit and Mac Lab queue support.
- Made lab queues repo-scoped instead of Spark CLI-only.
- Added account-pending credit tracking and admin visibility.
- Added first private scoring, first public points release, and exact account mapping release records.
- Tightened public review guidance and point gates.
Spark Telegram Bot:
- Added browser-use Telegram workbench commands.
- Added browser-use profiles and CDP session handoff.
- Added browser task screenshots and proof receipts.
- Improved Telegram replies so browser/research outputs are clearer and less clipped.
- Hardened browser research against fake or incomplete findings.
- Added Telegram ID validation before Builder calls.
- Adopted sliding-window Telegram rate limiting.
Spawner UI:
- Improved Mission Control recovery UI.
- Stabilized mission-control release surfaces.
- Isolated Spark run integration state.
- Added provider result artifacts.
- Added monotonic mission-start guard.
- Added safe provider failure summaries.
- Added provider execution timeout.
- Cleaned board/status wording.
Spark Intelligence Builder:
- Added browser-use proof probes and smoke proof receipts.
- Required fresh browser-use proof receipts.
- Accepted browser-use screenshot proof paths.
- Governed Telegram voice ffmpeg execution.
- Hardened observability and route proof.
- Added trace refs for config mutations.
- Made chip creation paths portable.
- Made gateway misses safer and actionable.
- Surfaced memory maintenance artifact failures.
Other Spark repos:
- spark-character: safer exception handling, chip path guards, registry promotion guards, sanitizer fixes.
- spark-domain-chip-labs: safer fallback paths, narrower recoverable exceptions, installer proof test stabilization.
- spark-personality-chip-labs: safer hook exceptions and bridge TTL fixes.
- spark-voice-comms: Spark Compete packet PR template and manifest sync.
- spark-researcher: bounded research failure handling, first-use fallback, safer schema path handling.
Overall:
- We moved from a Spark CLI-only PR pile to a multi-repo security-first review system.
- Every serious PR now goes through packet, security, duplicate, account/team, lab, scoring, and merge/publish gates.
- Mac Lab can test across repos without running participant PR code on the publishing machine.
- Public points only release after real gates clear.
- Useful work can still be tracked in the background while account/team mapping is completed.
- The installer pipeline now has checksums, hosted metadata, local verification, release signing, attestations, production smoke, and real hosted upgrade proof.
Thanks to all the contributors as well, if you have been contributing make sure to upgrade to the new version, and then share your PRs 🙏
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Let's stream Building with Spark sessions, every weekday for 12 hours this week?
86%
Hell yeah!
14%
Nope
71 votes • Final results
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Happy to announce that:
1. All vestings have been locked in Team Finance
2. Liquidity is locked at UNCX for 30 years
3. Current circulating supply is 54%
Vesting txn, also visible at team finance:
base.blockscout.com/tx/0xee8…
Liquidity lock is visible through Dexscreener, too!
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