Loffi Ruskins
74 posts

Loffi Ruskins
@loffiruskins
An entrepreneur building scalable chatbot tech solutions for businesses in East Africa. e: [email protected]
Nairobi, Kenya Katılım Ocak 2026
540 Takip Edilen8 Takipçiler

Claude Code 2.1.177: additional changes
CLI surface:
Removed:
• models: claude-codeI
File: #diff-662031a066e433468319e799350331e143e4635468b9c2924019d16654027e31L11-R11" target="_blank" rel="nofollow noopener">github.com/marckrenn/clau…
Metadata:
• Time since 2.1.176 release: 5h 31m 40s
• Bundle file size: +1.2 kB (+0.0%)
• Prompt files: +3 (+4.3%)
• Prompt tokens: +6,137 (+6.0%)
Prompt token mix by kind:
• tools: 88.9%→89.5%
• system-reminder: 8.3%→7.8%
• system-data: 1.3%→1.2%
• skill: 0.7%→0.6%
• system: 0.6%→0.5%
• agent: 0.3%→0.3%
Files:
• metadata: #diff-a08dfa163baef97ea4f56d29009ac65f5f7dbc46e3a58e80d7aa06a2a2520899L10-R10" target="_blank" rel="nofollow noopener">github.com/marckrenn/clau…
• prompt stats: #diff-fa8e31336ece71d159f37b6fd4ed0c61939849140bd5c08c7ca793b5b2ae7f58L1-R1" target="_blank" rel="nofollow noopener">github.com/marckrenn/clau…
More details: github.com/marckrenn/clau…
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Loffi Ruskins retweetledi
Loffi Ruskins retweetledi
Loffi Ruskins retweetledi
Loffi Ruskins retweetledi
Loffi Ruskins retweetledi

#BimaSema — the AI insurance assistant that lets Kenyans buy cover, file claims, and get instant answers by simply talking or typing in Swahili, Somali, Hindi, or English. On WhatsApp, voice call, or SMS.
At 9PM. From wherever you are
No branch visits. No English-only forms.

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@Samuel_Ebenz @bizYako Yes these are available. You can reach via hello@bizyako.com or via WhatsApp (in the website) for more info on the same.
Thanks
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Loffi Ruskins retweetledi

In the age of agentic AI, you now have less labour.Automate your business and free up your time. Talk to us today.
hello@bizyako.com
bizyako.com #AItools

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🚨 BREAKING: THE NEW WORLD ORDER — U.S. Moves to Withdraw 100,000 Troops from Europe and Halt Trillions in Defense Spending [VIDEO]
🇺🇸🔥 A historic turning point: The U.S. signals a massive troop withdrawal from Europe and a halt to trillions in defense spending, forcing a global rethink of alliances and strategic balance.
🇺🇸🔥 RUBIO’S MESSAGE — ALLIANCES MUST WORK BOTH WAYS
FOLLOW ME, THE NEXT DROP WILL BE SHOCKING.
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This is rich.
A country that built its AI empire by ingesting the world’s books, papers, art, code, and the intellectual labor of foreign scientists now wants to lecture China about “stealing” models through distillation.
By Western legal standards, the process is part of the legitimacy.
If the training process itself is opaque, unproven, or structurally tainted by infringement, then the outputs are not some sacred, innocent property.
They are disputed products of a disputed pipeline.
So spare us the moral theater.
What the U.S. really fears is not “theft.”
It fears losing its power to turn human civilization into closed-source rent extraction.
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The U.S. has evidence that foreign entities, primarily in China, are running industrial-scale distillation campaigns to steal American AI. We will be taking action to protect American innovation.
These foreign entities are using tens of thousands of proxies and jailbreaking techniques in coordinated campaigns to systematically extract American breakthroughs. Foreign entities who build on such fragile foundations should have little confidence in the integrity and reliability of the models they produce.
The U.S. government is committed to the free and fair development of AI technologies across a competitive ecosystem, from open-source to proprietary models.
Read the memo: whitehouse.gov/wp-content/upl…

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Loffi Ruskins retweetledi

10 INSANE GITHUB REPOS THAT REDUCE CLAUDE CODE TOKENS BY UP TO 90%
1. RTK (Rust Token Killer)
Filters terminal output before feeding it into context. Can reduce by 60-90% with commonly used dev commands.
github.com/rtk-ai/rtk
2. Context Mode
Offloads Playwright or GitHub tool outputs to SQLite, passing only clean summaries to the conversation. 98% reduction.
github.com/mksglu/context…
3. code-review-graph
Uses Tree-sitter to build a local knowledge graph of the codebase. Claude only reads the necessary parts, achieving 49x reduction for large monorepos.
github.com/tirth8205/code…
4. Token Savior
An MCP server that references code by symbols instead of entire files. 97% reduction with code navigation, zero external dependencies.
github.com/Mibayy/token-s…
5. Caveman Claude
Makes Claude speak in caveman-style tone to cut output tokens by 65-75%. Maintains technical accuracy.
github.com/JuliusBrussee/…
6. claude-token-efficient
Just place a CLAUDE.md file to keep outputs concise. No code changes needed, ideal for verbose sessions.
github.com/drona23/claude…
7. token-optimizer-mcp
MCP server with caching, compression, and smart tool control. Compresses repeated tool outputs for 95%+ reduction.
github.com/ooples/token-o…
8. claude-token-optimizer
Reusable setup prompt collection to optimize projects. Save 90% of tokens in just 5 minutes.
github.com/nadimtuhin/cla…
9. token-optimizer
Discovers ghost tokens that silently devour context. No quality degradation even after compaction.
github.com/alexgreensh/to…
10. claude-context (by Zilliz)
MCP that brings the entire codebase into context with BM25 + vector search. ~40% reduction with equivalent search accuracy.
github.com/zilliztech/cla…
Save this for later🔖




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🤖 AI agents are reshaping how work gets done, but scaling them requires CIO leadership: gtnr.it/4ccbxGK
Watch our on-demand webinar to uncover the top opportunities, strengthen governance, and drive enterprise impact.
#GartnerIT #CIO #AI #AgenticAI #DigitalTransformation

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@iuditg i am building conversational AI solutions for businesses in East Africa
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I am giving away over $12,500 in AI credits for our VOICE infrastructure split between 50 people in total.
In exchange for your feedback.
Launching a better and more affordable alternative to Elevenlabs and Sarvam
If you are building in the voice space, then let’s chat.
Drop a comment and I will reach out.
X help me connect with builders, indie hackers, developers, etc. building products in the VOICE AI space.
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@sanjaytirdiya @WithoutHistory hahahaha you missed the point
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@WithoutHistory How does #Bharat 🇮🇳, come into this brutal #Abrahamic war scenario, as an ancient civilisational nation of #SanatanDharma ?
Who wanted to trust Bharat here and for what; after all it's not our way of resolving disputes and conflicts ?!
We believe in #war as the last way ahead!
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Consequences of the Iran 🇮🇷 vs 🇮🇱+🇺🇸 war.
- Hence forth America is no longer the strongest military in the world
- Israel untouchable myth has been broken
- Ukraine is now free for Russia to take
- Africa is now completely lost to the West
- Gulf Arab leaders will reconsider their military alliances - India cannot be trusted
- All US allies that have bought US defence equipment realize they are virtually useless
- US stealth aircraft are not stealthy at all and can be shot down
- Nuclear weapons are no longer the only deterrent in the game
- Natural resource ownership is equal to superpower status
- European nations aren’t as strong as we thought
- without friends / good allies you cannot project effective power all over the globe


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Loffi Ruskins retweetledi

@CNNPolitics @POTUS @realDonaldTrump @WhiteHouse @StateDept There will never be peace in the Middle East with the Islamic Republic staying in power!! And no freedom for the Iranian people. #FreeIran #IranMassacre #IranRevolution2026 #RezaPahlaviForIran
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President Donald Trump said he’d agreed to a two-week ceasefire with Iran, less than two hours before his 8 p.m. deadline to destroy a “whole civilization.”
Trump said the ceasefire agreement was made on the condition that Iran agree to reopen the critical Strait of Hormuz. cnn.it/4tyZyKk

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LATEST UPDATE :
🚨🚨 CIA used a futuristic new tool called "Ghost Murmur" to locate and rescue the second US pilot who was shot down over Iran, NYPost reports.
"The secret technology uses long-range quantum magnetometry to find the electromagnetic fingerprint of a human heartbeat and pairs the data with artificial intelligence software to isolate the signature from background noise."... See more


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TALANTA & AMREF Career Affair: Mutuini Youth Show Up Strong web-production-ac52.up.railway.app/blog/talanta-a…
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