Arjuna Anand
@arjunaanand.bsky.social
Follow me for AI Product Demos
bluesky fellas, don’t do this, okay ?
February 3, 2026 at 4:00 AM
bluesky fellas, don’t do this, okay ?
2 tips to auto-test code by claude code, lol.
1. check semants using lint tools
- ban generic names,
- check for logic implemented in other layers, shouldn’t be ;)
- validate default values
2. use hooks to review modified files
- runs on stop hook
- hook into PostToolUse
#ai #vibecoding
1. check semants using lint tools
- ban generic names,
- check for logic implemented in other layers, shouldn’t be ;)
- validate default values
2. use hooks to review modified files
- runs on stop hook
- hook into PostToolUse
#ai #vibecoding
February 3, 2026 at 3:19 AM
2 tips to auto-test code by claude code, lol.
1. check semants using lint tools
- ban generic names,
- check for logic implemented in other layers, shouldn’t be ;)
- validate default values
2. use hooks to review modified files
- runs on stop hook
- hook into PostToolUse
#ai #vibecoding
1. check semants using lint tools
- ban generic names,
- check for logic implemented in other layers, shouldn’t be ;)
- validate default values
2. use hooks to review modified files
- runs on stop hook
- hook into PostToolUse
#ai #vibecoding
you want to become an ai pm ?
sure, 5 skills to master, lol.
1. ai prototyping (cursor, claude code)
2. observability (llm tracing)
3. ai evals
4. knowing options
(prompt engg. vs rag vs finetuning vs rl)
5. working with engineers
(metrics, label data, debug together)
sure, 5 skills to master, lol.
1. ai prototyping (cursor, claude code)
2. observability (llm tracing)
3. ai evals
4. knowing options
(prompt engg. vs rag vs finetuning vs rl)
5. working with engineers
(metrics, label data, debug together)
February 3, 2026 at 3:05 AM
you want to become an ai pm ?
sure, 5 skills to master, lol.
1. ai prototyping (cursor, claude code)
2. observability (llm tracing)
3. ai evals
4. knowing options
(prompt engg. vs rag vs finetuning vs rl)
5. working with engineers
(metrics, label data, debug together)
sure, 5 skills to master, lol.
1. ai prototyping (cursor, claude code)
2. observability (llm tracing)
3. ai evals
4. knowing options
(prompt engg. vs rag vs finetuning vs rl)
5. working with engineers
(metrics, label data, debug together)
engineering managers.
use dx framework to measure impact of ai coding tools in tech teams,
- increase in pr throughput
- pr / change failure rate
- delivery speed in hours
- developer experience
final metric = pr’s per hour / cost per hour,
greater it is better it is, lol.
#ai #cursor #claude
use dx framework to measure impact of ai coding tools in tech teams,
- increase in pr throughput
- pr / change failure rate
- delivery speed in hours
- developer experience
final metric = pr’s per hour / cost per hour,
greater it is better it is, lol.
#ai #cursor #claude
February 3, 2026 at 2:51 AM
knowledge graphs as scratchpad,
is the only thing a multi-agentic system needs,
lol.
#ai #agenticai #knowledgegraphs #ml
is the only thing a multi-agentic system needs,
lol.
#ai #agenticai #knowledgegraphs #ml
February 1, 2026 at 11:53 PM
knowledge graphs as scratchpad,
is the only thing a multi-agentic system needs,
lol.
#ai #agenticai #knowledgegraphs #ml
is the only thing a multi-agentic system needs,
lol.
#ai #agenticai #knowledgegraphs #ml
evolution of ai techniques,
sft -> unsupervised learning -> rl -> agents
what next ?
-> agentic meshes optimised for a task
-> agentic nets.
#ai #agenticai #neuralnetworks #openai
sft -> unsupervised learning -> rl -> agents
what next ?
-> agentic meshes optimised for a task
-> agentic nets.
#ai #agenticai #neuralnetworks #openai
February 1, 2026 at 11:46 PM
evolution of ai techniques,
sft -> unsupervised learning -> rl -> agents
what next ?
-> agentic meshes optimised for a task
-> agentic nets.
#ai #agenticai #neuralnetworks #openai
sft -> unsupervised learning -> rl -> agents
what next ?
-> agentic meshes optimised for a task
-> agentic nets.
#ai #agenticai #neuralnetworks #openai
moltbook is showing first signs of how an ai civilisation evolves,
and here rl guy inside me is just thinking about using this for optimising for a task,
lol 😂
#ai #clawdbot #moltbook #agenticai
and here rl guy inside me is just thinking about using this for optimising for a task,
lol 😂
#ai #clawdbot #moltbook #agenticai
February 1, 2026 at 11:37 PM
moltbook is showing first signs of how an ai civilisation evolves,
and here rl guy inside me is just thinking about using this for optimising for a task,
lol 😂
#ai #clawdbot #moltbook #agenticai
and here rl guy inside me is just thinking about using this for optimising for a task,
lol 😂
#ai #clawdbot #moltbook #agenticai
do you even use claude code to its highest potential, lol.
here are 10 tips from creator of claude code -
1. do more in parallel
(spin up 3-5 worktrees at once)
2. start every complex task in plan mode
3. invest in your claude.md
4. create your own skills & commit to git
here are 10 tips from creator of claude code -
1. do more in parallel
(spin up 3-5 worktrees at once)
2. start every complex task in plan mode
3. invest in your claude.md
4. create your own skills & commit to git
February 1, 2026 at 11:28 PM
do you even use claude code to its highest potential, lol.
here are 10 tips from creator of claude code -
1. do more in parallel
(spin up 3-5 worktrees at once)
2. start every complex task in plan mode
3. invest in your claude.md
4. create your own skills & commit to git
here are 10 tips from creator of claude code -
1. do more in parallel
(spin up 3-5 worktrees at once)
2. start every complex task in plan mode
3. invest in your claude.md
4. create your own skills & commit to git
agentic search beats rag in every single way,
even creator of claude code confirms it,
then why do you sing praises of rag anymore ?
lol.
#ai #rag #agenticai #claudecode
even creator of claude code confirms it,
then why do you sing praises of rag anymore ?
lol.
#ai #rag #agenticai #claudecode
February 1, 2026 at 10:52 PM
agentic search beats rag in every single way,
even creator of claude code confirms it,
then why do you sing praises of rag anymore ?
lol.
#ai #rag #agenticai #claudecode
even creator of claude code confirms it,
then why do you sing praises of rag anymore ?
lol.
#ai #rag #agenticai #claudecode
autonomous agents are here,
now who is making below layers for them,
- infra,
- memory,
- security,
- deployment environments,
who wants to be a millionaire, lol,
do you ?
now who is making below layers for them,
- infra,
- memory,
- security,
- deployment environments,
who wants to be a millionaire, lol,
do you ?
February 1, 2026 at 7:35 AM
autonomous agents are here,
now who is making below layers for them,
- infra,
- memory,
- security,
- deployment environments,
who wants to be a millionaire, lol,
do you ?
now who is making below layers for them,
- infra,
- memory,
- security,
- deployment environments,
who wants to be a millionaire, lol,
do you ?
true continuous memory for llm agents using knowledge graphs,
is next breakthrough we all are waiting for.
#ai #agenticai #memory #knowledgegraph
is next breakthrough we all are waiting for.
#ai #agenticai #memory #knowledgegraph
February 1, 2026 at 7:01 AM
true continuous memory for llm agents using knowledge graphs,
is next breakthrough we all are waiting for.
#ai #agenticai #memory #knowledgegraph
is next breakthrough we all are waiting for.
#ai #agenticai #memory #knowledgegraph
agents led you to clawdbot,
which has an army of agents at his disposal,
has its own devices and environments to do things,
what will clawdbot lead you to ?
- virtualhumans
- botmeshes
- botsocieties
lol, which one do you think is first ?
which has an army of agents at his disposal,
has its own devices and environments to do things,
what will clawdbot lead you to ?
- virtualhumans
- botmeshes
- botsocieties
lol, which one do you think is first ?
January 31, 2026 at 8:23 AM
agents led you to clawdbot,
which has an army of agents at his disposal,
has its own devices and environments to do things,
what will clawdbot lead you to ?
- virtualhumans
- botmeshes
- botsocieties
lol, which one do you think is first ?
which has an army of agents at his disposal,
has its own devices and environments to do things,
what will clawdbot lead you to ?
- virtualhumans
- botmeshes
- botsocieties
lol, which one do you think is first ?
January 31, 2026 at 8:15 AM
till now humans were alone in search spaces for new innovations,
now they will not be,
they will he accompanied by ai agents,
much faster & better than them, lol.
now they will not be,
they will he accompanied by ai agents,
much faster & better than them, lol.
January 31, 2026 at 8:07 AM
till now humans were alone in search spaces for new innovations,
now they will not be,
they will he accompanied by ai agents,
much faster & better than them, lol.
now they will not be,
they will he accompanied by ai agents,
much faster & better than them, lol.
very few know about lmcache extension for llm serving engines,
- smart kv cache management via reuse
- reuse for any repeated text fragment not only prefixes
- 4-10x performance boost for rag apps
- much lower time-to-first-token
- enables longer contexts
what were you doing, lol.
- smart kv cache management via reuse
- reuse for any repeated text fragment not only prefixes
- 4-10x performance boost for rag apps
- much lower time-to-first-token
- enables longer contexts
what were you doing, lol.
January 31, 2026 at 7:58 AM
very few know about lmcache extension for llm serving engines,
- smart kv cache management via reuse
- reuse for any repeated text fragment not only prefixes
- 4-10x performance boost for rag apps
- much lower time-to-first-token
- enables longer contexts
what were you doing, lol.
- smart kv cache management via reuse
- reuse for any repeated text fragment not only prefixes
- 4-10x performance boost for rag apps
- much lower time-to-first-token
- enables longer contexts
what were you doing, lol.
genie 3 like world models,
short-term : eat up the renderer,
render pixels than triangles
long-term : eat up movies, games,
but yet very far due to lack of consistency & predictability.
still a big game-changer, lol.
short-term : eat up the renderer,
render pixels than triangles
long-term : eat up movies, games,
but yet very far due to lack of consistency & predictability.
still a big game-changer, lol.
January 31, 2026 at 7:48 AM
genie 3 like world models,
short-term : eat up the renderer,
render pixels than triangles
long-term : eat up movies, games,
but yet very far due to lack of consistency & predictability.
still a big game-changer, lol.
short-term : eat up the renderer,
render pixels than triangles
long-term : eat up movies, games,
but yet very far due to lack of consistency & predictability.
still a big game-changer, lol.
if it happens in india or america,
next day police changes statement : nothing was found,
media publishes after a week : it was a hoax,
everyone takes their share and culprit escapes, lol.
exactly same pattern followed in india where a judge was found with tons of cash.
#china #corrupt #india
next day police changes statement : nothing was found,
media publishes after a week : it was a hoax,
everyone takes their share and culprit escapes, lol.
exactly same pattern followed in india where a judge was found with tons of cash.
#china #corrupt #india
January 30, 2026 at 9:03 AM
architecture and alignment is more important in agent swarms,
than number of agents, lol.
#ai #agenticai #llm #architecture
than number of agents, lol.
#ai #agenticai #llm #architecture
January 30, 2026 at 8:51 AM
architecture and alignment is more important in agent swarms,
than number of agents, lol.
#ai #agenticai #llm #architecture
than number of agents, lol.
#ai #agenticai #llm #architecture
wonders of capitalism,
this is what happens when every company in middle maximises for dollars,
at expense of human lives.
#capitalism #communism #china #america
this is what happens when every company in middle maximises for dollars,
at expense of human lives.
#capitalism #communism #china #america
January 30, 2026 at 8:37 AM
wonders of capitalism,
this is what happens when every company in middle maximises for dollars,
at expense of human lives.
#capitalism #communism #china #america
this is what happens when every company in middle maximises for dollars,
at expense of human lives.
#capitalism #communism #china #america