You can now give Hermes, Claude Code, and Codex infinite memory.
For free.
Agentmemory just dropped.
It records what Claude does during your coding sessions. Compresses it with AI. Injects relevant context back into future sessions.
CLAUDE md dumps 22,000+ tokens into context at 240 observations
agentmemory: 1,900 tokens. same observations. 92% less.
at 1,000 observations, 80% of your built-in memories become invisible. agentmemory keeps 100% searchable.
benchmarked on 240 real coding sessions, not projected
The numbers are wild:
→ Up to 95% fewer tokens per session
→ 200x more tool calls before hitting context limits
→ 100% open source
1000 GitHub stars already on one week.
I've shipped 50+ production agents. Context limits have killed more sessions than I can count.
This changes how you build with Claude Code.
No more re-explaining your codebase every session.
No more losing decisions after /compact.
No more starting from scratch.
Claude finally remembers.
https://t.co/kU1y2aKmPx (2.3K stars)
♻️ Repost if you're tired of context limits.
🙏 Follow for more production AI tools.
some senior ML engineer just went through 300+ github repos
pulled out the 69 that actually matter
here's what he found:
the tools funded startups pay $50,000/year for
have open-source alternatives with 70,000 to 98,000 stars
the tools solo developers use to ship in a weekend
cost exactly $0/month
ollama replaced $240/year in OpenAI API bills
n8n replaced $4,200/year in Zapier
supabase replaced $15,000/year in Firebase + Auth0
whisper replaced $360/year in transcription subscriptions
that's $20,000+ saved
one article. one weekend to set up
most people will install 2 or 3 of these and call it a day
THAT'S $5,000 off your stack
if you're still paying for the paid version - someone already built the free one
it has more stars than the paid one has customers
trader made $14,956 from $68 last month on weather markets. all through claude.
daily $1,175.07
monthly $14,956.80
weekly $6,151.80
february pnl was -$4,500. then he plugged claude into polymarket and stopped guessing.
how?
> installed poly-MCP, claude became his weather desk
> fed it NOAA + ECMWF forecasts via GPT Researcher
> told it one thing: "find cities where the market priced the wrong temperature band"
> ran Kelly on every mispricing, automated sizing with n8n
> Huginn keeps it alive 24/7, Apprise pings him when a band cracks
his bot made 15,148 predictions. every single one on weather.
the good ones:
- Seoul 9°C, March 26: $42 -> $2,752 (+6,432%)
- London 59°F, October 9: $1.06 -> $648 (+60,898%)
- Chicago 29°F, February: $4.79 -> $648 (+13,436%)
- Dallas 52-53°F, January: $31 -> $1,579 (+4,843%)
his profile: https://t.co/7fhnoCZIqf
setup is one evening. the article below has every tool he used. send it to your claude.
don't want to set it up yourself? copy his trades one-click: https://t.co/AUhXnhgx0g
don't wait for the next cold front.
An Anthropic engineer watched my screen from the next table at a cafe in SF.
"Are you running Claude against live prediction markets right now"
I told him yes.
Then I showed him the stack.
214 trades. 74% win rate. +$9,437 in 19 days.
Here's what actually happened:
I gave Claude two repos and a simple job.
First repo:
https://t.co/n2lbOtMrJn
A full market archive. Wallet behavior, entries, exits, and timing across the board.
Second repo:
https://t.co/IHFm9Kx0dQ
Three commands. 500+ markets. No API key. Just a clean way to score the board fast.
The system does not try to predict the world.
It tries to find which wallets consistently exit better than the crowd, isolate the pattern, and only fire when the same structure shows up again.
Main filter:
captured value / expected value > 0.70
If a wallet wins often but leaks the move on exit, it gets ignored.
If it captures most of the move and cuts losers fast, it becomes signal.
Sizing uses Kelly:
f* = (p*b - q) / b
That is what stops the terminal from apeing into weak edges.
Most of the time it does nothing.
No edge - no position.
Three trades from the run:
> AMD Xilinx - entered 52c. Model said 59c. Closed +7c in 2h40m.
> Artemis launch - entered 63c. Model said 85c. Closed +22c in 5h10m.
> Derecho MW - entered 71c. Model said 87c. Closed +16c in 1h50m.
When he saw the repo links and the live terminal, he stopped talking for a second.
Then he said:
"We tested something close to this internally."
That was the whole joke.
The data is public.
The repos are public.
The market is public.
But most Polymarket traders still trade headlines, hold too long, and call it conviction.
Polymarket does not reward the smartest story.
It rewards the cleaner exit.
90 days. Never switched timeframe
$500 -> $198,000
The setup:
> 15M candle breaks a level untouched for 4+ hours
> Candle volume in top 5% of last 100 bars
> x8 leverage, 1.2% risk per trade
> Out before next 4H close
90 days on the 15M:
> 67 trades, 54 wins - 80.6%
> Avg winner +3.4% / avg loser - 1.2%
> Best single trade: +18.7% in 43 minutes
> Max drawdown: - 9.3%
Month 1: $500 -> $2,340
Month 2: $2,340 -> $19,800
Month 3: $19,800 -> $198,000
No indicators. No news. Just the 15M
🚨𝗕𝗥𝗘𝗔𝗞𝗜𝗡𝗚: Build your next app without spending a dollar on data.
Someone made a list of 320,000+ free public APIs, and developers are going crazy.
→ Weather, finance, news, sports, crypto
→ AI & machine learning APIs you can call right now
→ Government open data, maps, geolocation
→ Entertainment: movies, music, games, anime
→ Categorized, searchable, and verified as working
Free and 100% open source. Link Bellow:👇 just like + comment " send" + repost+ Follow me so that it can be auto DM.
Best GitHub repos for Claude code that will 10x your next project:
1. Superpowers
https://t.co/U5Y4BK9Lap
2. Awesome Claude Code
https://t.co/qcgoxU3Up2
3. GSD (Get Shit Done)
https://t.co/WfAhllWnTR
4. Claude Mem
https://t.co/XLQpwdnIWN
5. UI UX Pro Max
https://t.co/aQtGjMzKus
6. n8n-MCP
https://t.co/7le1aluZXH
7. Obsidian Skills
https://t.co/MUaoyUnasw
8. LightRAG
https://t.co/ye8z4UqaMc
9. Everything Claude Code
https://t.co/OAU9JE46Uz
Most people will spend tonight watching Netflix.
The top 1% will spend it studying why they're losing.
This guy explains the exact reason some people win in life while others stay stuck.
2 hours. Could change everything.
🚨 BREAKING: Claude can now build a complete website in hours — not weeks.
These 9 prompts can create sites that look like they cost $5,000+ to build.
(Save this before everyone starts using them) 🧵
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