Friday, February 27, 2026

I’ve been building chaincodec + Chainkit because multichain dev tooling is a real pain — What am I missing?

Over the past year been building chaincodec, a universal multi-chain decoding layer that aims to unify how blockchain data is parsed, normalized, and consumed across different ecosystems.

Right now, if you’re building anything multichain, you’re stuck writing 10+ custom parsers:

EVM ABI decoding via ethers/web3/viem

Solana Borsh parsing

Cosmos SDK Protobuf

Aptos/Sui BCS

Polkadot SCALE

Near Borsh

StarkNet felt/cairo ABI

Tron quirks

Bitcoin UTXO parsing

etc.

This fragmentation makes building bridges, indexers, relayers, analytics systems, cross-chain apps, dashboards, explorers, bots, and monitoring tools a huge engineering burden.

It’s not just about talking to RPCs — it’s about consistently interpreting raw chain data in a way your tooling can reuse without writing endless translation layers.

Every chain feels like reinventing the same parsing + normalization logic.

What I’m building (Chainkit -https://github.com/DarshanKumar89/chainkit)

chaincodec is just the first piece. The broader idea is a modular toolkit:

v0.1 – chaincodec

Core multi-chain decoder (Rust + npm + Python + WASM) so it’s usable everywhere.

v0.2 – chainerrors

Standardized cross-chain error decoding (because debugging across chains is painful and inconsistent).

v0.3 – chainrpc

Reliability layer with provider integrations + automatic failover.

v0.4 – chainindex

Lightweight, reorg-safe indexing engine (SQLite/Postgres).

v1.0 – Full multi-chain support

Solana + Cosmos + beyond.

The idea is not to build “another SDK,” but a unified decoding + reliability foundation for multichain infrastructure.

I genuinely don’t want to over-engineer something no one needs.

What’s the most painful part of multichain development for you?

Would a canonical normalized transaction/event format actually help?

Is decoding even the real problem — or is something else worse?

Would you prefer this as a library, CLI tool, or hosted service?

What would make you actually adopt something like this?

I’ve been deep in this for a while and I don’t want to lose the usage perspective.

If this is solving the wrong problem, I’d rather hear it now.


Thursday, February 26, 2026

Hi Can I have feedback for CV. Targeting IB for next cycle!

https://i.redd.it/tc8lb7phexlg1.png

🎉 Rigly Block Party – 18-Hour Group Solo Mining Event (Starts Thursday 7PM ET)

We’re running something fun.

The Rigly Block Party is a coordinated group solo mining event. Instead of mining alone, we pool hashrate for a fixed 18-hour window and try to hit a Bitcoin block together.

You buy hashrate to join.

If we find a block, the full block reward is split proportionally between all participants.

If we don’t… it’s pure solo mining risk. High variance. High vibes.

🔗 Join here:

https://blockparty.rigly.io

🕒 Event Details

• Duration: 18 hours

• Start: Thursday at 7:00 PM ET

• End: Friday at 1:00 PM ET

• Signup closes when mining begins

Mining runs through CK Pool (fully transparent).

You can watch the live stats here:

https://solostats.ckpool.org/users/3Gk1GfP3bHA6M2ZzK5mHdqbWN1iNsqAenH

💰 How It Works

• Minimum buy-in: 15 TH/s (\~700 sats)

• If a block is found, rewards go directly to your Bitcoin wallet after the party ends

• No hashrate purchases once mining starts

• Got a Bitaxe? You can plug it in — see the “I have a miner” tab on the site

⚠️ The Risk

This is solo mining math.

No block = no payout.

Variance is brutal. That’s the point.

But if we hit one together?

That’s a shared 3.125 BTC moment.

Bring your sats.

Bring your friends.

Let’s point hash and see if probability smiles on us.

Bitcoin is weird. Mining is probabilistic. Community makes it interesting.

See you at the party. 🟧⛏️


My Story / Ultimate Advice / Reassurance

Hi everyone,

I thought I'd come on here and make a post about my story from about 2.5 years back, what I learned, mistakes I made, and my ultimate advice for you. By the end of this, I want you all who are going through it to realize that you are not alone, you are loved, and your life is way more important than a scammers threats. Quick preface as well, I tie religion into my story towards the end as I feel its very important. Hopefully I can open new spiritual doors for some of you guys as I want to help as much as I can!

Story: In summer of 2023 I had moved states and didnt know anyone that well. I was 18 at the time, and got relatively lonely. I never got into Tinder or hinge, but rather Snapchat. I would get random quick adds in my feed and one day I randomly added a couple of them, one being a girl (so I thought) who claimed to also be 18 and from the same nearby area as me.

This next part is where the scammer really took his time to bite me. For about a whole week we would snap just talking about random things- interests, school, family, etc. The scammer also set up a fake Instagram account pretending to be the girl which looked very legit to me at the time. For some reason her having an Instagram with a few pictures signaled to me that the girl was legit. How dumb of me. However, one night this "girl" asked if I wanted to play some sort of strip question game over snap. Basically, one person asks the other a question, then after you answer you take off a piece of clothing-something stupid like that. At this point I was all in because I thought she was attractive and I lacked confidence to approach women in person so I thought, "Why not". We each sent pics, but "she" , the scammer, screenshotted my pics and sent them back to me, claiming to be the FBI and telling me to comply or they'll send the pictures out and label me a pdf file If I dont pay $400. Ridiculous. I had no previous knowledge or awareness of this stuff happening, so naturally I freaked out and tried to pay. For some reason the payments wouldnt go through and I kept trying (stupid I know) until one smaller payment went through, and when it did, I thought I could buy some time and look up how to resolve this. I stumbled upon this reddit, and blocked blocked blocked. They then reached out to me via phone number and sent the pics of me with the caption along the lines of, "This will be the end of you"- I was very frightened.

The usual stuff happened the following days-high anxiety, barely sleeping, low appetite. I then read more on this and submitted an FBI tip in hopes someone would help me. About 3 months later, an agent showed up to my door to ask me questions about my situation and I gave him as much info as possible- Names used, phone numbers used, account names, etc. After that experience I got a lot of reassurance as the agent listened to me, wrote down details, and assured me that this is extremely common, happens every day, and these people will go to jail.

That was the end of it. 2.5 years later and havent heard a peep, only the usual scam emails I get saying stuff like ive gotten hacked and I need to send bitcoin or else they'll leak me. I'm pretty sure that's one of the more common email scams if I'm not mistaken. Easy block and Report.

Now I want to get into what I did right and wrong:

Wrong: Chose to pursue a woman online (just my opinion will elaborate), didnt block the scammer initially, sent money, didnt tell my family right away.

Right: Submitted FBI tip

If I were to go back, I would have gone out and approached women in person instead of sitting behind a phone not actually making any moves. Meeting a girl naturally in person beats matching with them online by a longshot (not hating to those who use apps like Hinge just my opinion). I would have blocked the scammer the second they sent me anything, and I would tell my close friends and family. The closest ones to you will hear you and comfort you. Moreover, I want to stress that if this happens to you, you not only need to submit the anonymous tip, but also save evidence-names/numbers/account names/emails the scammer used. This can be used when you speak to an agent about your scenario, the more info for them, the higher chance of them catches these guys. Most importantly- get off the phone. This experience 100% benefited me in the long run. It taught me not to lust, and also taught me to prioritize real life stuff instead of the online world- Going out in nature, pursuing a passion, and protecting my peace.

I want to finish this off with some words of wisdom. Keep in mind the scammers couldnt care less about you as a person. They are simply trying to make quick and dirty money. That is why getting leaked is so rare. You are not their only target. Unfortunately, this is happening to thousands daily, and its causing young kids to fall into depression or even worse, harm themselves. I want to let you know that you are heard by us, and god. This experience taught me to stop lusting and start focusing on the simple things in life- Health, Family, Nature, and Jesus Christ. Remember that you are stronger than a threat. Hear me out on this last part: In the event when a sextortion case occurs, both parties are sinning. The scammer is using deception, threats, anger and wrath to make the victim feel scared, anxious, and depressed- While the victim initially sinned by lusting and giving into an urge with a person who they dont even know, but here is the beauty of all this: This happened to you for a reason; I see so many posts on this forum about people saying they are glad this happened as it taught them to get offline and appreciate life for what it's for- that is GOD healing right there. He gave you this scenario of sin and gave you the opportunity to fall into his hands BY CHOICE. The scammer may have gotten the money now, but they will pay for that in the future. The victim may have been scammed today, but they should be awoken and appreciative tomorrow.

God bless you all, praying for you, and one more quick tip that will drastically get your mind off things: EXERCISE!!!

I will leave you with a question:

Who do you trust more?

The man who has threatened, scammed, and belittled you

Or the one who created you


Wednesday, February 25, 2026

Weds, Feb 25, 2026: Samsung S26 family launches, iPhone Fold starts production, OpenClaw drama, Google Disrupts Espionage, Anthropic Alters AI Safety

Wednesday, Feb 25, 2026 Summary (Get it via Newsletter)

Wildcard Desk:

  • OpenClaw Controversy. Developers debate openly as users bypass anti-bot systems, injecting a playful twist into open‑source norms. See more details.
  • Uber Air‑Taxi Preview. Uber’s prototype air‑taxi booking system for Dubai trials, powered by Joby aircraft, offers an experimental spin on urban mobility. Check out the preview.

Today’s top story – Google’s disruption of a China‑linked espionage campaign using Google Sheets – highlights real‑time vulnerabilities in products millions use. Simultaneously, market jitters around Nvidia, safety shifts at Anthropic and robust earnings figures underscore immediate implications for investors and tech leaders.

The briefing reviews market‐moving earnings and crypto volatility, platform risk from security operations and regulatory pushback, strategic signals in AI and device innovations, plus product updates reflecting ongoing tech creativity.

Market‑moving

  • Nvidia Earnings Anticipated. Markets brace as chipmakers reposition ahead of Nvidia’s quarterly report, reflecting AI demand pressures and stock jitters. The evolving sentiment is detailed in the report.
  • Salesforce Delivers Robust FY26 Results. Record fiscal revenues and a bold $50B share buyback boost confidence despite cautious forward guidance. Stakeholders track this signal via the update.
  • Circle Q4 Surge on USDC. With $770M revenue and booming USDC circulation, Circle energizes the digital payments space as highlighted in the report.
  • Crypto Rally Reverses Course. Bitcoin recovery toward $69,000 and moves in Ethereum and Solana prompt caution among traders, as captured in the analysis.

Platform risk

  • Google Disrupts Espionage Operations. Google dismantled a China‑linked UNC2814 campaign that misused Sheets, alerting governments and telecoms to platform vulnerabilities. Read the full account.
  • Anthropic Scales Back Safety Commitments. Under Pentagon pressure, Anthropic has rolled back elements of its safety policy, spotlighting a clash between agile AI and defense standards; details emerge in the coverage.
  • Discord Halts Age‑Verification Rollout. Facing vocal user backlash, Discord paused its global plan for age verification, raising questions on platform governance. More insights appear in the report.

Strategic signal

  • SambaNova Unveils SN50 Accelerator. SambaNova introduced its SN50 AI accelerator boasting a significant efficiency leap and raised $350M, marking a strategic enterprise AI leap. The announcement underscores competitive momentum.
  • VAST Data Launches Unified AI OS. With a CUDA‑accelerated AI operating system and partnerships with Nvidia and CrowdStrike, VAST Data aims to simplify enterprise deployment. Further details are outlined in the release.
  • Atlassian Embeds Agentic AI into Jira. Atlassian now lets teams assign and track AI agents like human teammates for seamless workflow integration, signaling a strengthening of productivity tools. Explore the brief for more.
  • iPhone Fold Enters Production. Apple begins production of its iPhone Fold, featuring tighter crease tolerances to overcome previous design pitfalls, indicating a refined approach to foldables. Read the feature.

Product noise

  • Anthropic Adds Remote Control to Claude Code. Developers can now take live coding sessions on the go, with Anthropic extending Claude Code’s functionality to mobile interfaces. The update is detailed in the announcement.
  • Perplexity Launches Super‑Agent Platform. Perplexity’s new super‑agent orchestrates multiple AI models to streamline end‑to‑end workflows for enterprise applications, promising enhanced productivity. Further information appears in the report.
  • Samsung Unveils Galaxy S26 Series. During its Unpacked event, Samsung showcased the Galaxy S26 lineup with a pixel‑level Privacy Display and Gemini‑powered AI features, raising the bar for mobile innovation. See the release for full details.

As Marketing Partner for the 38th Annual ROTH Capital Partners Conference, B2i Digital is spotlighting presenting company HIVE Digital Technologies LTD (Nasdaq:HIVE, TSX:HIVE).

https://v.redd.it/an0hsruwnplg1

Japanese Yen Forecast: USD/JPY Bulls Charge Yearly Open Resistance

USD/JPY is pressing into resistance into the close of the month, and the reaction here could decide whether the rally accelerates or stalls.

By :  Michael Boutros,  Sr. Technical Strategist

Japanese Yen Technical Forecast: USD/JPY Weekly Trade Levels

  • USD/JPY is on pace for a second consecutive weekly advance, pressing into a major confluence zone at the yearly open and key Fibonacci retracement resistance.
  • Price action remains constructive while above near-term support, but a decisive weekly close above resistance is required to confirm broader uptrend resumption.
  • Event risk ahead with Tokyo CPI & US PPI on tap into the close of the week / month
  • Resistance 156.64/67, 157.70-158.08 (key), 158.88- Support 154.79, 152.69, 151.91/98 (key)

USD/JPY has extended its recovery into the close of the month, bringing price back to a technically significant resistance zone anchored by the yearly open and a key retracement of the year-to-date range. This is a decisive test for the bulls. A sustained push through this confluence region would signal scope for a renewed challenge of the 2025 highs, while rejection into the weekly close would reinforce the risk of consolidation or pullback within the broader structure. Traders should closely monitor price behavior around this pivot as it is likely to define near-term directional bias. Battle lines are drawn on the USD/JPY weekly technical chart.

Review my latest Weekly Strategy Webinar for an in-depth breakdown of this Yen setup and more. Join live on Monday’s at 8:30am EST.

Japanese Yen Price Chart – USD/JPY Weekly

https://preview.redd.it/rlhfysk36plg1.png?width=1030&format=png&auto=webp&s=ff9ce350db8832f7cbae44e7ff0590533c9695a5

Chart Prepared by Michael Boutros, Sr. Technical Strategist; USD/JPY on TradingView

Technical Outlook: In my last Japanese Yen Technical Forecast we noted that USD/JPY had rebounded just ahead of uptrend support with the bulls, “within striking distance of resistance at 157.70-158.08- a region defined by the 2025 high-week close (HWC), the December high-close, and the January HWC. Look for a reaction there IF reached..” The rally registered an intraweek high at 157.66 the following week before turning sharply lower with an outside-week reversal rebounding just ahead of the January low.

USD/JPY is poised to mark a second consecutive weekly advance into the close of the month with price testing resistance today at the 61.8% retracement of the year-to-date range and the objective yearly open at 156.64/67. The focus is on the weekly / monthly close with regards to this threshold. Key resistance remains at 157.70-158.08- a region defined by the 2025 high-week close (HWC), the December high-close, and the January HWC. A breach / weekly close above this zone is needed to threaten resumption of the broader uptrend towards the 2025 swing high at 158.88. The next major technical consideration is eyed at the 2024 HWC and the 2024 swing high at 160.74-161.95- look for a larger reaction there IF reached.

Initial support rests at the 2026 low-week close (LWC) / the objective February open at 154.79 and is backed by the January low-close at 152.69. Critical support and broader bullish invalidation remains unchanged at 151.91/98- a region defined by the 2022 & 2023 swing highs, and the 38.2% retracement of the 2025 advance. A break / weekly close below this threshold is needed to invalidate the April uptrend and would suggest a larger trend reversal is underway. Subsequent support rests with the 52-week moving average, currently near ~150.

Click the website link below to Check Out Our FREE "How to Trade USD/JPY" Guide

https://www.cityindex.com/en-uk/whitepapers/

https://preview.redd.it/ridh10176plg1.png?width=1420&format=png&auto=webp&s=9f917c810adc6e1e446f32f629ca66a8601dabec

Bottom line: USD/JPY is trading into confluent resistance into the close of the week / month, and the focus is on a possible inflection off this zone in the days ahead. From a trading standpoint, losses should be limited to 154.79 IF price is heading higher on this stretch with a close above 156.67 needed to fuel another run towards the yearly highs.

Keep in mind we get the release of Tokyo CPI tomorrow with the US Producer Price Index (PPI) on tap Friday. Stay nimble into the monthly cross and watch the weekly close here for guidance. Review my latest Japanese Yen Short-term Outlook for a closer look at the near-term USD/JPY technical trade levels.

USD/JPY Key Economic Data Releases

https://preview.redd.it/zxznyy986plg1.png?width=718&format=png&auto=webp&s=ffdfcaae0a987832e1417c2f85c520463a0b8e4d

Economic Calendar - latest economic developments and upcoming event risk.

Active Weekly Technical Charts

--- Written by Michael Boutros, Senior Technical Strategist

Follow Michael on X @MBForex

https://www.cityindex.com/en-uk/news-and-analysis/japanese-yen-forecast-usd-jpy-bulls-charge-yearly-open-resistance-2-25-2026-2026-02-25/

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